My main research interest areas are:
-Artificial Intelligence
-Evolutionary Computation
-Artificial Life
-Computational Biology
Bellow a list of some of my publications. If you would like to have a copy of a particular paper just send me an email .
Thesis
- E. Costa, “Study and implementation of an automatic system for recursive programs transformation (in portuguese),” PhD Thesis, 1985.
[Bibtex]@PHDTHESIS{Costa1985, author = {Ernesto Costa}, title = {Study and implementation of an automatic system for recursive programs transformation (in portuguese)}, school = {Universidade de Coimbra, Coimbra (Portugal)}, year = {1985}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Costa, “Dérécursivation automatique en utlisant des systèmes de réécriture de termes,” PhD Thesis, 1981.
[Bibtex]@PHDTHESIS{Costa1981, author = {Ernesto Costa}, title = {D{\'e}r{\'e}cursivation automatique en utlisant des syst{\`e}mes de r{\'e}{\'e}criture de termes}, school = {Universit{\'e} Pierre et Marie Curie, Paris (France)}, year = {1981}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Costa, “Des méthodes de transformation de programmes,” Master Thesis, 1979.
[Bibtex]@MASTERSTHESIS{Costa1979, author = {Ernesto Costa}, title = {Des m{\'e}thodes de transformation de programmes}, school = {Universit{\'e} Pierre et Marie Curie, Paris (France)}, year = {1979}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
Books, Book Chapters and Book Editions
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![[DOI]](http://ernesto.dei.uc.pt/wp-content/plugins/papercite/img/external.png)
N. Lourenco, F. Assuncao, F. B. Pereira, E. Costa, and P. Machado, “Structured Grammatical Evolution: A Dynamic Approach,” in Handbook of Grammatical Evolution, C. Ryan, M. O’Neill, and J. J. Collins, Eds., Springer, 2018, pp. 137-161.
[Bibtex]@InCollection{Lourenco:2018:hbge, author = "Nuno Lourenco and Filipe Assuncao and Francisco B. Pereira and Ernesto Costa and Penousal Machado", title = "Structured Grammatical Evolution: A Dynamic Approach", booktitle = "Handbook of Grammatical Evolution", publisher = "Springer", year = "2018", editor = "Conor Ryan and Michael O'Neill and J. J. Collins", chapter = "6", pages = "137--161", keywords = "genetic algorithms, genetic programming, Grammatical Evolution", isbn13 = "978-3-319-78716-9", DOI = "doi:10.1007/978-3-319-78717-6_6", abstract = "Grammars have attracted the attention of researchers within the Evolutionary Computation field, specially from the Genetic Programming community. The most successful example of the use of grammars by GP is Grammatical Evolution (GE). In spite of being widely used by practitioners of different fields, GE is not free from drawbacks. The ones that are most commonly pointed out are those linked with redundancy and locality of the representation. To address these limitations Structured Grammatical Evolution (SGE) was proposed, which introduces a one-to-one mapping between the genotype and the non-terminals. In SGE the input grammar must be pre-processed so that recursion is removed, and the maximum number of expansion possibilities for each symbol determined. This has been pointed out as a drawback of SGE and to tackle it we introduce Dynamic Structured Grammatical Evolution (DSGE). In DSGE there is no need to pre-process the grammar, as it is expanded on the fly during the evolutionary process, and thus we only need to define the maximum tree depth. Additionally, it only encodes the integers that are used in the genotype to phenotype mapping, and grows as needed during evolution. Experiments comparing DSGE with SGE show that DSGE performance is never worse than SGE, being statistically superior in a considerable number of the tested problems.", notes = "Part of \cite{Ryan:2018:hbge}", doi-url = "http://dx.doi.org/10.1007/978-3-319-78717-6_6", } - E. Costa and A. Simões, Artificial Intelligence: foundatons and applications (in portuguese), 3rd ed., FCA, 2008.
[Bibtex]@BOOK{Costa2008, title = {Artificial Intelligence: foundatons and applications (in portuguese)}, publisher = {FCA}, year = {2008}, author = {Ernesto Costa and Anabela Sim{\~o}es}, edition = {3rd}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - A. Goncalves and E. Costa, “A model for an heterogeneous gene regulatory network,” , S. Das, Ed., , 2008.
[Bibtex]@INBOOK{Goncalves2008, chapter = {22}, title = {A model for an heterogeneous gene regulatory network}, year = {2008}, editor = {Sanjoy Das}, author = {Angela Goncalves and Ernesto Costa}, doi = {10.4018/978-1-60566-685-3.ch022}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Advances in Artificial Life, F. Costa, L. Rocha, E. Costa, I. Harvey, and A. Coutinho, Eds., Springer, 2007, vol. 4648.
[Bibtex]@BOOK{Costa2007, title = {Advances in Artificial Life}, publisher = {Springer}, year = {2007}, editor = {Fernando Costa and Lu{'i}s Rocha and Ernesto Costa and Im Harvey and Ant{'o}nio Coutinho}, volume = {4648}, series = {Lecture Notes in Artificial Intelligence}, doi = {10.1007/978-3-540-74913-4}, owner = {ernestojfcosta}, timestamp = {2012.01.30}, url = {http://www.springer.com/computer/ai/book/978-3-540-74912-7} } - T. Sousa, A. Silva, A. Silva, and E. Costa, “Bioinspired data mining,” , S. Olariu and A. Zomaya, Eds., Computer and Information Science, 2006, pp. 469-489.
[Bibtex]@INBOOK{Sousa2006, chapter = {27}, pages = {469-489}, title = {Bioinspired data mining}, publisher = {Computer and Information Science}, year = {2006}, editor = {Stephan Olariu and Albert Zomaya}, author = {Tiago Sousa and Arlindo Silva and Ana Silva and Erenesto Costa}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Applications of Evolutionary Computing, F. Rothlauf, J. Branke, S. Cagnoni, Ernesto Costa, and C. Cotta, Eds., Springer, 2006, vol. 3907.
[Bibtex]@BOOK{Rothlauf2006, title = {Applications of Evolutionary Computing}, publisher = {Springer}, year = {2006}, editor = {Franz Rothlauf and JŸrgen Branke and Stefano Cagnoni and Ernesto Costa and Carlos Cotta}, volume = {3907}, series = {Lectures Notes in Computer Science}, doi = {10.1007/11732242}, owner = {ernestojfcosta}, timestamp = {2012.01.31} } - A. Brabazon, A. Silva, E. Costa, T. Sousa, and M. O’Neill, “Simulating the strategic adaptation of organizations using OrgSwarm,” , S. Olariu and A. Zomaya, Eds., Computer and Information Science, 2006, pp. 305-319.
[Bibtex]@INBOOK{Brabazon2006, chapter = {20}, pages = {305-319}, title = {Simulating the strategic adaptation of organizations using OrgSwarm}, publisher = {Computer and Information Science}, year = {2006}, editor = {Stephan Olariu and Albert Zomaya}, author = {Anthony Brabazon and Arlindo Silva and Ernesto Costa and Tiago Sousa and Michael O'Neill}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Genetic Programming, M. Keijzer, U. O’Reilly, S. Lucas, Ernesto Costa, and T. Soule, Eds., Springer, 2004, vol. 3003.
[Bibtex]@BOOK{Keijzer2004, title = {Genetic Programming}, publisher = {Springer}, year = {2004}, editor = {Maarten Keijzer and Una-May O'Reilly and Simon Lucas and Ernesto Costa and Terence Soule}, volume = {3003}, series = {Lecture Notes in Computer Science}, doi = {10.1007/b96274}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - P. Machado, F. B. Pereira, J. Tavares, Ernesto Costa, and A. Cardoso, “Evolutionary Turing Machines: The Quest for Busy Beavers,” , L. N. de Castro and V. F. J. Zuben, Eds., Idea Group, 2004.
[Bibtex]@INBOOK{Machado2005, chapter = {2}, title = {Evolutionary Turing Machines: The Quest for Busy Beavers}, publisher = {Idea Group}, year = {2004}, editor = {L. N. de Castro and F. J. Von Zuben}, author = {Penousal Machado and Francisco B. Pereira and Jorge Tavares and Ernesto Costa and Am{\'i}lcar Cardoso}, doi = {10.4018/978-1-59140-312-8.ch002}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Soft Computing and Complex Systems, P. Quaresma, A. Dourado, E. Costa, and Félix Costa, Eds., Centro Internacional de Matemática, 2003.
[Bibtex]@BOOK{2003, title = {Soft Computing and Complex Systems}, publisher = {Centro Internacional de Matem{\'a}tica}, year = {2003}, editor = {Pedro Quaresma and Ant{\'o}nio Dourado and Ernesto Costa and F{\'e}lix Costa}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Genetic Programming, C. Ryan, T. Soule, M. Keijzer, E. Tsang, R. Poli, and E. Costa, Eds., Springer Berlin / Heidelberg, 2003, vol. 2610.
[Bibtex]@BOOK{Ryan2003, title = {Genetic Programming}, publisher = {Springer Berlin / Heidelberg}, year = {2003}, editor = {Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa}, volume = {2610}, series = {Lecture Notes in Computer Science}, doi = {10.1007/3-540-36599-0}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - H. Coelho and E. Costa, “Educacao e Sociedade da Informacao,” in Ensino Superior e Competitividade, A. Moreira and J. Barata-Moura, Eds., CNAVES, 2001, vol. II.
[Bibtex]@INCOLLECTION{Coelho2001, author = {Helder Coelho and Ernesto Costa}, title = {Educacao e Sociedade da Informacao}, booktitle = {Ensino Superior e Competitividade}, publisher = {CNAVES}, year = {2001}, editor = {Adriano Moreira and Jos{\'e} Barata-Moura}, volume = {II}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - A. Cardoso, E. Costa, P. Machado, F. Pereira, and P. Gomes, “An Architecture for Hybrid Creative Reasoning,” in Soft Computing in Case-Based Reasoning, S. K. Tall, T. S. Dillon, and D. S. Yeung, Eds., Springer, 2000, pp. 147-177.
[Bibtex]@INCOLLECTION{Cardoso2000, author = {Am{\'i}lcar Cardoso and Ernesto Costa and Penousal Machado and Francisco C. Pereira and Paulo Gomes}, title = {An Architecture for Hybrid Creative Reasoning}, booktitle = {Soft Computing in Case-Based Reasoning}, publisher = {Springer}, year = {2000}, editor = {Sankar K. Tall and Tharan S. Dillon and Daniel S. Yeung}, pages = {147-177}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - Progress in Artificial Intelligence, E. Costa and A. Cardoso, Eds., Springer, 1997, vol. 1323.
[Bibtex]@BOOK{Costa1997, title = {Progress in Artificial Intelligence}, publisher = {Springer}, year = {1997}, editor = {Ernesto Costa and Am{\'i}lcar Cardoso}, volume = {1323}, series = {Lecture notes in Artificial Intelligence}, doi = {10.1007/BFb0023905}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - C. Bento and E. Costa, “A Similarity Metric for Retrieval of Cases Imperfectly Explained,” in Tpics in Case-Based Reasoning, S.Wess, K. Althoff, and M. Richter, Eds., Springer, 1994.
[Bibtex]@INCOLLECTION{Bento1994, author = {Caros Bento and Erenesto Costa}, title = {A Similarity Metric for Retrieval of Cases Imperfectly Explained}, booktitle = {Tpics in Case-Based Reasoning}, publisher = {Springer}, year = {1994}, editor = {S.Wess and K. Althoff and M. Richter}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Costa, G. Gaspar, and H. Coelho, “A formal approach to ILEs: a first tentative,” in Student modelling: the key to individualized knowledge-based instructron, J. Greer and G. McCalla, Eds., Springer, 1994, pp. 281-294.
[Bibtex]@INCOLLECTION{Costa1994, author = {Ernesto Costa and Graca Gaspar and Helder Coelho}, title = {A formal approach to ILEs: a first tentative}, booktitle = {Student modelling: the key to individualized knowledge-based instructron}, publisher = {Springer}, year = {1994}, editor = {J. Greer and G. McCalla}, pages = {281-294}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - P. Urbano and E. Costa, “Explanation-Based Learning and Intelligent Tutoring Systems,,” in New Directions for Intelligent Tutoring Systems, E. Costa, Ed., Springer, 1992, pp. 91-106.
[Bibtex]@INCOLLECTION{Urbano1992, author = {Paulo Urbano and Ernesto Costa}, title = {Explanation-Based Learning and Intelligent Tutoring Systems,}, booktitle = {New Directions for Intelligent Tutoring Systems}, publisher = {Springer}, year = {1992}, editor = {Ernesto Costa}, pages = {91-106}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - New Directions for Intelligent Tutoring Systems, E. Costa, Ed., Springer Berlin / Heidelberg, 1992.
[Bibtex]@BOOK{Costa1992, title = {New Directions for Intelligent Tutoring Systems}, publisher = {Springer Berlin / Heidelberg}, year = {1992}, editor = {Ernesto Costa}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Costa, “The present and future of Intelligent Tutoring Systems,” in New directions in educational technology, E. Scainleen and T. O’Shea, Eds., Springer, 1992, pp. 97-106.
[Bibtex]@INCOLLECTION{Costa1992a, author = {Ernesto Costa}, title = {The present and future of Intelligent Tutoring Systems}, booktitle = {New directions in educational technology}, publisher = {Springer}, year = {1992}, editor = {E. Scainleen and T. O'Shea}, pages = {97-106}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Costa, S. Duchénoy, and Y. Kodratoff, “A resolution based method for discovering students’ misconceptions,” , J. Self, Ed., Chapman and Hall, 1987, pp. 156-164.
[Bibtex]@INBOOK{Costa1987a, chapter = {9}, pages = {156-164}, title = {A resolution based method for discovering students' misconceptions}, publisher = {Chapman and Hall}, year = {1987}, editor = {John Self}, author = {Ernesto Costa and Sylvie Duch{\'e}noy and Yves Kodratoff}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
Journals
- T. Martins, J. Correia, E. Costa, and P. Machado, “Evolving Stencils for Typefaces: Combining Machine Learning, User’s Preferences and Novelty,” Complexity, vol. 2019, p. 3509263:1–3509263:16, 2019.
[Bibtex]@Article{journals/complexity/MartinsCCM19, title = "Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty", author = "Tiago Martins and Jo{\~a}o Correia and Ernesto Costa and Penousal Machado", journal = "Complexity", year = "2019", volume = "2019", bibdate = "2019-04-12", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1155/2019/3509263; DBLP, http://dblp.uni-trier.de/db/journals/complexity/complexity2019.html#MartinsCCM19", pages = "3509263:1--3509263:16", } - J. Macedo, L. Marques, and E. Costa, “A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective,” Sensors, vol. 19, iss. 10, p. 2231, 2019.
[Bibtex]@Article{journals/sensors/MacedoMC19, title = "A Comparative Study of Bio-Inspired Odour Source Localisation Strategies from the State-Action Perspective", author = "Jo{\~a}o Macedo and Lino Marques and Ernesto Costa", journal = "Sensors", year = "2019", number = "10", volume = "19", bibdate = "2019-07-05", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.3390/s19102231; DBLP, http://dblp.uni-trier.de/db/journals/sensors/sensors19.html#MacedoMC19", pages = "2231", } - J. R. Campos, M. Vieira, and E. Costa, “Propheticus: Generalizable Machine Learning Framework,” CoRR, vol. abs/1809.01898, 2018.
[Bibtex]@Article{journals/corr/abs-1809-01898, title = "Propheticus: Generalizable Machine Learning Framework", author = "Jo{\~a}o R. Campos and Marco Vieira and Ernesto Costa", journal = "CoRR", year = "2018", volume = "abs/1809.01898", bibdate = "2018-10-05", bibsource = "DBLP, http://dblp.uni-trier.de/db/journals/corr/corr1809.html#abs-1809-01898", URL = "http://arxiv.org/abs/1809.01898", } - N. Lourenco, F. B. Pereira, and E. Costa, “Unveiling the properties of structured grammatical evolution,” Genetic Programming and Evolvable Machines, vol. 17, iss. 3, pp. 251-289, 2016.
[Bibtex]@Article{Lourenco:2016:GPEM, author = "Nuno Lourenco and Francisco B. Pereira and Ernesto Costa", title = "Unveiling the properties of structured grammatical evolution", journal = "Genetic Programming and Evolvable Machines", year = "2016", volume = "17", number = "3", pages = "251--289", month = sep, keywords = "genetic algorithms, genetic programming, grammatical evolution, locality, Redundancy, Representation", ISSN = "1389-2576", DOI = "doi:10.1007/s10710-015-9262-4", size = "39 pages", abstract = "Structured grammatical evolution (SGE) is a new genotypic representation for grammatical evolution (GE). It comprises a hierarchical organization of the genes, where each locus is explicitly linked to a non-terminal of the grammar being used. This one-to-one correspondence ensures that the modification of a gene does not affect the derivation options of other non-terminals. We present a comprehensive set of optimization results obtained with problems from three different categories: symbolic regression, path finding, and predictive modelling. In most of the situations SGE outperforms standard GE, confirming the effectiveness of the new representation. To understand the reasons for SGE enhanced performance, we scrutinize its main features. We rely on a set of static measures to model the interactions between the representation and variation operators and assess how they influence the interplay between the genotype-phenotype spaces. The study reveals that the structured organization of SGE promotes an increased locality and is less redundant than standard GE, thus fostering an effective exploration of the search space.", doi-url = "http://dx.doi.org/10.1007/s10710-015-9262-4", } - A. Sim›es and E. Costa, “Prediction in Evolutionary Algorithms for Dynamic Environments,” Soft Computing, vol. 18, pp. 1471-1497, 2014.
[Bibtex]@ARTICLE{Simoes2014a, author = {Anabela Sim›es and Ernesto Costa}, title = {Prediction in Evolutionary Algorithms for Dynamic Environments}, journal = {Soft Computing}, year = {2014}, volume = {18}, pages = {1471-1497}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - R. Lopes and E. Costa, “Developments in the gene regulatory computational device,” International Journal of Natural Computing Research, vol. 3, pp. 55-91, 2014.
[Bibtex]@ARTICLE{Lopes2014, author = {Rui Lopes and Ernesto Costa}, title = {Developments in the gene regulatory computational device}, journal = {International Journal of Natural Computing Research}, year = {2014}, volume = {3}, pages = {55-91}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - A. Simões and E. Costa, “Prediction in Evolutionary Algorithms for dynamic environments,” Soft Computing, vol. 18, pp. 1471-1497, 2014.
[Bibtex]@ARTICLE{Simoes2014, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Prediction in Evolutionary Algorithms for dynamic environments}, journal = {Soft Computing}, year = {2014}, volume = {18}, pages = {1471-1497}, owner = {ernestojfcosta}, timestamp = {2014.09.21} } - R. Lopes and E. Costa, “The Regulatory Network Computational Device,” Genetic Programming and Evolvable Machines, vol. 13, pp. 339-375, 2012.
[Bibtex]@ARTICLE{Lopes2012, author = {R. Lopes and E. Costa}, title = {The Regulatory Network Computational Device}, journal = {Genetic Programming and Evolvable Machines}, year = {2012}, volume = {13}, pages = {339-375}, doi = {10.1007/s10710-012-9160-y}, owner = {ernestojfcosta}, timestamp = {2012.06.18} } - S. Silva and E. Costa, “Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories,” Genetic Programming and Evolvable Machines, vol. 10, iss. 2, pp. 141-179, 2009.
[Bibtex]@ARTICLE{Silva2009, author = {Sara Silva and Ernesto Costa}, title = {Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories}, journal = {Genetic Programming and Evolvable Machines}, year = {2009}, volume = {10}, pages = {141-179}, number = {2}, month = {June}, __markedentry = {[ernestojfcosta:]}, doi = {10.1007/s10710-008-9075-9}, issn = {1389-2576}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000264947400003} } - J. Tavares, F. B. Pereira, and E. Costa, “Multidimensional Knapsack Problem: A Fitness Landscape Analysis,” IEEE Transactions on Systems, Man and Cybernetics – Part B, vol. 38, iss. 3, pp. 604-616, 2008.
[Bibtex]@ARTICLE{Tavares2008a, author = {Jorge Tavares and Francisco B. Pereira and Erenesto Costa}, title = {Multidimensional Knapsack Problem: A Fitness Landscape Analysis}, journal = {IEEE Transactions on Systems, Man and Cybernetics - Part B}, year = {2008}, volume = {38}, pages = {604-616}, number = {3}, doi = {10.1109/TSMCB.2008.915539}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - T. Baptista and E. Costa, “Evolution of a multi-agent system in a cyclical environment,” Theory in Biosciences, vol. 127, iss. 2, pp. 141-148, 2008.
[Bibtex]@ARTICLE{Baptista2008, author = {Tiago Baptista and Ernesto Costa}, title = {Evolution of a multi-agent system in a cyclical environment}, journal = {Theory in Biosciences}, year = {2008}, volume = {127}, pages = {141-148}, number = {2}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - T. Menezes and E. Costa, “Modelling evolvable brains: an heterogeneous network approach,” International Journal of Information Technology and Intelligent Computing, vol. 2, iss. 2, 2008.
[Bibtex]@ARTICLE{Menezes2008, author = {Telmo Menezes and Ernesto Costa}, title = {Modelling evolvable brains: an heterogeneous network approach}, journal = {International Journal of Information Technology and Intelligent Computing}, year = {2008}, volume = {2}, number = {2}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - A. Brabazon, A. Silva, T. Sousa, M. O’Neill, R. Mathews, and E. Costa, “Organizational strategic adaptation in the presence of inertia,” Advances in Complex Systems, vol. 8, iss. 4, pp. 497-520, 2005.
[Bibtex]@ARTICLE{Brabazon2005b, author = {Anthony Brabazon and Arlindo Silva and Tiago Sousa and Michael O'Neill and R. Mathews and Ernesto Costa}, title = {Organizational strategic adaptation in the presence of inertia}, journal = {Advances in Complex Systems}, year = {2005}, volume = {8}, pages = {497-520}, number = {4}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - A. Brabazon, A. Silva, T. Sousa, M. O’Neill, R. Mathews, and E. Costa, “Investigating strategic inertia using orgswarm,” Informatica, vol. 29, pp. 125-141, 2005.
[Bibtex]@ARTICLE{Brabazon2005c, author = {Anthony Brabazon and Arlindo Silva and Tiago Sousa and Michael O'Neill and R. Mathews and Ernesto Costa}, title = {Investigating strategic inertia using orgswarm}, journal = {Informatica}, year = {2005}, volume = {29}, pages = {125-141}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - J. Tavares, T. Leit~ao, F. Pereira, and E. Costa, “Evolving Segments Length in Golomb Rulers,” Adaptive and Natural Computing Algorithms, pp. 239-242, 2005.
[Bibtex]@ARTICLE{tavares2005b, author = {Tavares, J. and Leit{\~a}o, T. and Pereira, F. and Costa, E.}, title = {Evolving Segments Length in Golomb Rulers}, journal = {Adaptive and Natural Computing Algorithms}, year = {2005}, pages = {239--242}, publisher = {Springer} } - T. Sousa, A. Silva, A. Silva, and E. Costa, “Particle swarm based data mining algorithms for classification tasks,” Paralell Computing, vol. 30, pp. 763-783, 2004.
[Bibtex]@ARTICLE{Sousa2004, author = {Tiago Sousa and Ana Silva and Arlindo Silva and Ernesto Costa}, title = {Particle swarm based data mining algorithms for classification tasks}, journal = {Paralell Computing}, year = {2004}, volume = {30}, pages = {763-783}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - C. Bento, L. Macedo, and E. Costa, “Reasoning with cases imperfectly described and explained,” Advances in Case-Based Reasoning, pp. 45-59, 1995.
[Bibtex]@ARTICLE{bento1995b, author = {Bento, C. and Macedo, L. and Costa, E.}, title = {Reasoning with cases imperfectly described and explained}, journal = {Advances in Case-Based Reasoning}, year = {1995}, pages = {45--59}, publisher = {Springer} } - H. Coelho, A. Eusébio, and E. Costa, “A closer look to artificial learning environments,” Progress in Artificial Intelligence, pp. 129-142, 1995.
[Bibtex]@ARTICLE{coelho1995, author = {Coelho, H. and Eus{\'e}bio, A. and Costa, E.}, title = {A closer look to artificial learning environments}, journal = {Progress in Artificial Intelligence}, year = {1995}, pages = {129--142}, publisher = {Springer} } - C. Bento, P. Machado, and E. Costa, “On the role of splitting and merging past cases for generation of a new solution,” Progress in Artificial Intelligence, pp. 249-260, 1995.
[Bibtex]@ARTICLE{bento1995, author = {Bento, C. and Machado, P. and Costa, E.}, title = {On the role of splitting and merging past cases for generation of a new solution}, journal = {Progress in Artificial Intelligence}, year = {1995}, pages = {249--260}, publisher = {Springer} } - C. Nedellec, J. L. Ferreira, J. Correia, and E. Costa, “Machine Learning goes to the Bank,” Applied Artificial Intelligence, pp. 593-615, 1994.
[Bibtex]@ARTICLE{Nedellec1994, author = {Claire Nedellec and JosŽ Lu{\'i}s Ferreira and Joaquim Correia and Ernesto Costa}, title = {Machine Learning goes to the Bank}, journal = {Applied Artificial Intelligence}, year = {1994}, pages = {593-615} } - A. Cardoso and E. Costa, “Time in comfluences: dealing with delays in consistency checking,” Lecture Notes in Artificial intelligence, vol. 541, pp. 151-164, 1991.
[Bibtex]@ARTICLE{CARDOSO1991, author = {Am’lcar Cardoso and Ernesto Costa}, title = {Time in comfluences: dealing with delays in consistency checking}, journal = {Lecture Notes in Artificial intelligence}, year = {1991}, volume = {541}, pages = {151-164}, __markedentry = {[ernestojfcosta:]}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:A1991KV08200012} } - R. Viccari, H. Coelho, and E. Costa, “Pragmatic attachment devices for conversations with tutors,” Applied Artificial Intelligence, vol. 2, pp. 277-284, 1988.
[Bibtex]@ARTICLE{Viccari1988, author = {Rosa Viccari and Helder Coelho and Ernesto Costa}, title = {Pragmatic attachment devices for conversations with tutors}, journal = {Applied Artificial Intelligence}, year = {1988}, volume = {2}, pages = {277-284}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - S. Duchénoy, E. Costa, and Y. Kodratoff, “A method for the discoverying and explanation of students’ misconceptions in a ITS,” Modeling Simulation and Control – C, vol. 9, iss. 4, pp. 43-54, 1987.
[Bibtex]@ARTICLE{Duchenoy1987, author = {Sylvie Duch{\'e}noy and Ernesto Costa and Yves Kodratoff}, title = {A method for the discoverying and explanation of students' misconceptions in a ITS}, journal = {Modeling Simulation and Control - C}, year = {1987}, volume = {9}, pages = {43-54}, number = {4}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - E. Costa, “Ensino Assistido por computador e Inteligência Artificial,” Revista de Informática, vol. 6, iss. 3, pp. 37-43, 1987.
[Bibtex]@ARTICLE{Costa1987, author = {Ernesto Costa}, title = {Ensino Assistido por computador e Intelig{\^e}ncia Artificial}, journal = {Revista de Inform{\'a}tica}, year = {1987}, volume = {6}, pages = {37-43}, number = {3}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - E. Costa and Y. Kodratoff, “Nota sobre o problema da generalizacao,” Psicologia, vol. 4, iss. 1, pp. 57-60, 1983.
[Bibtex]@ARTICLE{Costa1983, author = {Ernesto Costa and Yves Kodratoff}, title = {Nota sobre o problema da generalizacao}, journal = {Psicologia}, year = {1983}, volume = {4}, pages = {57-60}, number = {1}, owner = {ernestojfcosta}, timestamp = {2012.01.29} }
Conferences
2019
- J. Macedo, L. Marques, and E. Costa, “A performance comparison of bio-inspired behaviours for odour source localisation,” in 2019 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2019, Porto, Portugal, April 24-26, 2019, 2019, pp. 1-6.
[Bibtex]@InProceedings{conf/icarsc/MacedoMC19, title = "A performance comparison of bio-inspired behaviours for odour source localisation", author = "Jo{\~a}o Macedo and Lino Marques and Ernesto Costa", bibdate = "2019-06-11", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1109/ICARSC.2019.8733627; DBLP, http://dblp.uni-trier.de/db/conf/icarsc/icarsc2019.html#MacedoMC19", booktitle = "2019 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2019, Porto, Portugal, April 24-26, 2019", publisher = "IEEE", year = "2019", booktitle = "ICARSC", editor = "Lu{\'i}s Almeida 0001 and Lu{\'i}s Paulo Reis and Ant{\'o}nio Paulo Moreira", ISBN = "978-1-7281-3558-8", pages = "1--6", URL = "http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8726225", } - J. A. Castellanos-Garzon, J. Ramos, Y. M. Martin, J. F. de Paz, and E. Costa, “A Genetic Programming Approach Applied to Feature Selection from Medical Data,” in Practical Applications of Computational Biology and Bioinformatics, 12th International Conference, 2019.
[Bibtex]@InProceedings{castellanos-garzon:2019:PACBBIC, author = "Jose A. Castellanos-Garzon and Juan Ramos and Yeray Mezquita Martin and Juan F. de Paz and Ernesto Costa", title = "A Genetic Programming Approach Applied to Feature Selection from Medical Data", booktitle = "Practical Applications of Computational Biology and Bioinformatics, 12th International Conference", year = "2019", publisher = "Springer", keywords = "genetic algorithms, genetic programming", URL = "http://link.springer.com/chapter/10.1007/978-3-319-98702-6_24", DOI = "doi:10.1007/978-3-319-98702-6_24", doi-url = "http://dx.doi.org/10.1007/978-3-319-98702-6_24", }
2018
- N. Lourenco, F. Assuncao, F. B. Pereira, E. Costa, and P. Machado, “Structured Grammatical Evolution: A Dynamic Approach,” in Handbook of Grammatical Evolution, C. Ryan, M. O’Neill, and J. J. Collins, Eds., Springer, 2018, pp. 137-161.
[Bibtex]@InCollection{Lourenco:2018:hbge, author = "Nuno Lourenco and Filipe Assuncao and Francisco B. Pereira and Ernesto Costa and Penousal Machado", title = "Structured Grammatical Evolution: A Dynamic Approach", booktitle = "Handbook of Grammatical Evolution", publisher = "Springer", year = "2018", editor = "Conor Ryan and Michael O'Neill and J. J. Collins", chapter = "6", pages = "137--161", keywords = "genetic algorithms, genetic programming, Grammatical Evolution", isbn13 = "978-3-319-78716-9", DOI = "doi:10.1007/978-3-319-78717-6_6", abstract = "Grammars have attracted the attention of researchers within the Evolutionary Computation field, specially from the Genetic Programming community. The most successful example of the use of grammars by GP is Grammatical Evolution (GE). In spite of being widely used by practitioners of different fields, GE is not free from drawbacks. The ones that are most commonly pointed out are those linked with redundancy and locality of the representation. To address these limitations Structured Grammatical Evolution (SGE) was proposed, which introduces a one-to-one mapping between the genotype and the non-terminals. In SGE the input grammar must be pre-processed so that recursion is removed, and the maximum number of expansion possibilities for each symbol determined. This has been pointed out as a drawback of SGE and to tackle it we introduce Dynamic Structured Grammatical Evolution (DSGE). In DSGE there is no need to pre-process the grammar, as it is expanded on the fly during the evolutionary process, and thus we only need to define the maximum tree depth. Additionally, it only encodes the integers that are used in the genotype to phenotype mapping, and grows as needed during evolution. Experiments comparing DSGE with SGE show that DSGE performance is never worse than SGE, being statistically superior in a considerable number of the tested problems.", notes = "Part of \cite{Ryan:2018:hbge}", doi-url = "http://dx.doi.org/10.1007/978-3-319-78717-6_6", } - J. Macedo, C. M. Fonseca, and E. Costa, “Geometric Crossover in Syntactic Space,” in EuroGP 2018: Proceedings of the 21st European Conference on Genetic Programming, Parma, Italy, 2018, pp. 237-252.
[Bibtex]@InProceedings{Macedo:2018:EuroGP, author = "Joao Macedo and Carlos M. Fonseca and Ernesto Costa", title = "Geometric Crossover in Syntactic Space", booktitle = "EuroGP 2018: Proceedings of the 21st European Conference on Genetic Programming", year = "2018", month = "4-6 " # apr, editor = "Mauro Castelli and Lukas Sekanina and Mengjie Zhang and Stefano Cagnoni and Pablo Garcia-Sanchez", series = "LNCS", volume = "10781", publisher = "Springer Verlag", address = "Parma, Italy", pages = "237--252", organisation = "EvoStar, Species", keywords = "genetic algorithms, genetic programming: Poster", isbn13 = "978-3-319-77552-4", DOI = "doi:10.1007/978-3-319-77553-1_15", abstract = "This paper presents a geometric crossover operator for Tree-Based Genetic Programming that acts on the syntactic space, where each expression tree is represented in prefix notation. The proposed operator is compared to the standard subtree crossover on a symbolic regression problem, on the Santa Fe Ant Trail and on a classification problem. Statistically validated results show that the individuals produced using this method are significantly smaller than those produced by the subtree crossover, and have similar or better performance in the target tasks.", notes = "Part of \cite{Castelli:2018:GP} EuroGP'2018 held in conjunction with EvoCOP2018, EvoMusArt2018 and EvoApplications2018", doi-url = "http://dx.doi.org/10.1007/978-3-319-77553-1_15", } - J. R. Campos, M. Vieira, and E. Costa, “Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction,” in EDCC, 2018, pp. 9-16.
[Bibtex]@InProceedings{conf/edcc/CamposVC18, title = "Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction", author = "Jo{\~a}o R. Campos and Marco Vieira and Ernesto Costa", publisher = "IEEE Computer Society", year = "2018", bibdate = "2018-11-19", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1109/EDCC.2018.00014; DBLP, http://dblp.uni-trier.de/db/conf/edcc/edcc2018.html#CamposVC18", booktitle = "EDCC", crossref = "conf/edcc/2018", ISBN = "978-1-5386-8060-5", pages = "9--16", URL = "http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8529146", } - T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: Towards the Evolution of Type Stencils,” in Computational Intelligence in Music, Sound, Art and Design – 7th International Conference, EvoMUSART 2018, Parma, Italy, April 4-6, 2018, Proceedings, 2018, pp. 299-314.
[Bibtex]@InProceedings{conf/evoW/MartinsCCM18, title = "Evotype: Towards the Evolution of Type Stencils", author = "Tiago Martins and Jo{\~a}o Correia and Ernesto Costa and Penousal Machado", bibdate = "2018-03-26", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-77583-8_20; DBLP, http://dblp.uni-trier.de/db/conf/evoW/evomusart2018.html#MartinsCCM18", booktitle = "Computational Intelligence in Music, Sound, Art and Design - 7th International Conference, EvoMUSART 2018, Parma, Italy, April 4-6, 2018, Proceedings", publisher = "Springer", year = "2018", volume = "10783", booktitle = "EvoMUSART", editor = "Antonios Liapis and Juan Jes{\'u}s Romero Cardalda and Anik{\'o} Ek{\'a}rt", ISBN = "978-3-319-77582-1; 978-3-319-77583-8", pages = "299--314", series = "Lecture Notes in Computer Science", }
2017
- N. Lourenco, J. Ferrer, F. B. Pereira, and E. Costa, “A Comparative Study of Different Grammar-based Genetic Programming Approaches,” in EuroGP 2017: Proceedings of the 20th European Conference on Genetic Programming, Amsterdam, 2017, pp. 311-325.
[Bibtex]@InProceedings{Lourenco:2017:EuroGP, author = "Nuno Lourenco and Joaquim Ferrer and Francisco B. Pereira and Ernesto Costa", title = "A Comparative Study of Different Grammar-based Genetic Programming Approaches", booktitle = "EuroGP 2017: Proceedings of the 20th European Conference on Genetic Programming", year = "2017", month = "19-21 " # apr, editor = "Mauro Castelli and James McDermott and Lukas Sekanina", series = "LNCS", volume = "10196", publisher = "Springer Verlag", address = "Amsterdam", pages = "311--325", organisation = "species", keywords = "genetic algorithms, genetic programming, Grammatical Evolution: Poster", DOI = "doi:10.1007/978-3-319-55696-3_20", abstract = "Grammars are useful formalisms to specify constraints, and not surprisingly, they have attracted the attention of Evolutionary Computation (EC) researchers to enforce problem restrictions. Context-Free-Grammar GP (CFG-GP) established the foundations for the application of grammars in Genetic Programming (GP), whilst Grammatical Evolution (GE) popularised the use of these approaches, becoming one of the most used GP variants. However, studies have shown that GE suffers from issues that have impact on its performance. To minimise these issues, several extensions have been proposed, which made the distinction between GE and CFG-GP less noticeable. Another direction was followed by Structured Grammatical Evolution (SGE) that maintains the separation between genotype and phenotype from GE, but overcomes most of its issues. Our goal is to perform a comparative study between CFG-GP, GE and SGE to examine their relative performance. The results show that in most of the selected benchmarks, CFG-GP and SGE have a similar performance, showing that SGE is a good alternative to GE.", notes = "Part of \cite{Castelli:2017:GP} EuroGP'2017 held inconjunction with EvoCOP2017, EvoMusArt2017 and EvoApplications2017", doi-url = "http://dx.doi.org/10.1007/978-3-319-55696-3_20", } - J. Macedo, L. Marques, and E. Costa, “Robotic odour search: Evolving a robot’s brain with Genetic Programming,” in 2017 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), Coimbra, Portugal, 2017, pp. 91-97.
[Bibtex]@InProceedings{Macedo:2017:ieeeICARSC, author = "Joao Macedo and Lino Marques and Ernesto Costa", booktitle = "2017 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)", title = "Robotic odour search: Evolving a robot's brain with Genetic Programming", year = "2017", pages = "91--97", month = apr # " 26-28", address = "Coimbra, Portugal", size = "7 pages", abstract = "This paper addresses the problem of controlling a group of mobile robots to track an odour plume to its source. To perform this task in real environments, it is important that the robots are able to adapt to a changing world, and use the experience gained to improve their performance. We address this task with Genetic Programming to evolve the controllers for the robots. Two evolutionary approaches are proposed and compared to a variant of the Silkworm Moth algorithm, that has been modified to take advantage of multi robot systems. The statistically validated results showed that, in the groups of robots where significant differences were found, the evolved controllers were able to find the odour plume faster and converge to its source better than the Silkworm Moth approach.", keywords = "genetic algorithms, genetic programming", DOI = "doi:10.1109/ICARSC.2017.7964058", notes = "Also known as \cite{7964058}", doi-url = "http://dx.doi.org/10.1109/ICARSC.2017.7964058", } - A. Simoes, T. R. Baptista, and E. Costa, “Cartesian Genetic Programming in an Open-Ended Evolution Environment,” in Progress in Artificial Intelligence – 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings, 2017, pp. 408-420.
[Bibtex]@InProceedings{conf/epia/SimoesBC17, author = "Antonio Simoes and Tiago R. Baptista and Ernesto Costa", title = "Cartesian Genetic Programming in an Open-Ended Evolution Environment", booktitle = "Progress in Artificial Intelligence - 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings", publisher = "Springer", year = "2017", editor = "Eugenio C. Oliveira and Joao Gama and Zita A. Vale and Henrique Lopes Cardoso", volume = "10423", pages = "408--420", series = "Lecture Notes in Computer Science", keywords = "genetic algorithms, genetic programming, cartesian genetic programming", isbn13 = "978-3-319-65339-6", bibdate = "2017-08-24", bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/epia/epia2017.html#SimoesBC17", DOI = "doi:10.1007/978-3-319-65340-2_34", doi-url = "http://dx.doi.org/10.1007/978-3-319-65340-2_34", }
2016
- J. Macedo, E. Costa, and L. Marques, “Genetic Programming Algorithms for Dynamic Environments,” in 19th European Conference on Applications of Evolutionary Computation, EvoApplications 2016, Porto, Portugal, 2016, pp. 280-295.
[Bibtex]@InProceedings{conf/evoW/MacedoCM16, author = "Joao Macedo and Ernesto Costa and Lino Marques", title = "Genetic Programming Algorithms for Dynamic Environments", booktitle = "19th European Conference on Applications of Evolutionary Computation, EvoApplications 2016", year = "2016", editor = "Giovanni Squillero and Paolo Burelli", volume = "9598", series = "Lecture Notes in Computer Science", pages = "280--295", address = "Porto, Portugal", month = mar # " 30 -- " # apr # " 1", organisation = "EvoStar", publisher = "Springer", keywords = "genetic algorithms, genetic programming", bibdate = "2016-03-29", bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/evoW/evoappl2016-2.html#MacedoCM16", isbn13 = "978-3-319-31153-1", URL = "http://dx.doi.org/10.1007/978-3-319-31153-1", DOI = "doi:10.1007/978-3-319-31153-1_19", abstract = "Evolutionary algorithms are a family of stochastic search heuristics that include Genetic Algorithms (GA) and Genetic Programming (GP). Both GAs and GPs have been successful in many applications, mainly with static scenarios. However, many real world applications involve dynamic environments (DE). Many work has been made to adapt GAs to DEs, but only a few efforts in adapting GPs for this kind of environments. In this paper we present novel GP algorithms for dynamic environments and study their performance using three dynamic benchmark problems, from the areas of Symbolic Regression, Classification and Path Planning. Furthermore, we apply the best algorithm we found in the navigation of an Erratic Robot through a dynamic Santa Fe Ant Trail and compare its performance to the standard GP algorithm. The results, statistically validated, are very promising.", notes = "EvoApplications2016 held inconjunction with EuroGP'2016, EvoCOP2016 and EvoMUSART 2016", doi-url = "http://dx.doi.org/10.1007/978-3-319-31153-1_19", } - J. Macedo, L. Marques, and E. Costa, “Evolving Neural Networks for Multi-robot Odor Search,” in 2016 International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2016, pp. 288-293.
[Bibtex]@InProceedings{Macedo:2016:ICARSC, author = "Joao Macedo and Lino Marques and Ernesto Costa", booktitle = "2016 International Conference on Autonomous Robot Systems and Competitions (ICARSC)", title = "Evolving Neural Networks for Multi-robot Odor Search", year = "2016", pages = "288--293", abstract = "The tasks of odour detection, plume tracking and odour source localization constitute an important, yet complex, real world problem. One possible solution for them is based on the use of a group of mobile robots whose controllers have to be defined. Artificial Neural Networks (ANN) have already been used as controllers, but the task of hand defining their topology and parameters can be very challenging and time consuming. In this paper, we propose an approach to evolve, rather than design, ANN-based controllers. Our approach relies on Genetic Programming (GP), a family of stochastic search procedures loosely inspired by the biological principles of Natural Selection and Genetics. We compare our approach with a classic one, inspired by the chemotaxis behaviour of the E. coli bacteria. Our results show that this approach is able to outperform the chemotaxis in the experiments performed.", keywords = "genetic algorithms, genetic programming", DOI = "doi:10.1109/ICARSC.2016.37", month = may, notes = "Also known as \cite{7781991}", doi-url = "http://dx.doi.org/10.1109/ICARSC.2016.37", } - T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: From Shapes to Glyphs,” in GECCO ’16: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, USA, 2016, pp. 261-268.
[Bibtex]@InProceedings{Martins:2016:GECCO, author = "Tiago Martins and Joao Correia and Ernesto Costa and Penousal Machado", title = "Evotype: From Shapes to Glyphs", booktitle = "GECCO '16: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference", year = "2016", editor = "Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing", pages = "261--268", month = "20-24 " # jul, organisation = "SIGEVO", address = "Denver, USA", publisher = "ACM", publisher_address = "New York, NY, USA", isbn13 = "978-1-4503-4206-3", DOI = "doi:10.1145/2908812.2908907", notes = "GECCO-2016 A Recombination of the 25th International Conference on Genetic Algorithms (ICGA-2016) and the 21st Annual Genetic Programming Conference (GP-2016)", doi-url = "http://dx.doi.org/10.1145/2908812.2908907", } - N. Lourencco, F. B. Pereira, and E. Costa, “An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem,” in Evolutionary Computation in Combinatorial Optimization – 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30-April 1, 2016, Proceedings, 2016, pp. 34-45.
[Bibtex]@InProceedings{Lourenco2016evocop, author = "Nuno Louren\c{c}o and Francisco B. Pereira and Ernesto Costa", title = "An Evolutionary Approach to the Full Optimization of the Traveling Thief Problem", pages = "34--45", booktitle = "Evolutionary Computation in Combinatorial Optimization - 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30-April 1, 2016, Proceedings", year = "2016", editor = "Bin Hu Francisco Chicano and Pablo Garc\'{i}a-S\'anchez", volume = "9595", series = "Lecture Notes in Computer Science", publisher = "Springer", } - A. Rodrigues, E. Costa, A. Cardoso, P. Machado, and T. Cruz, “Evolving L-Systems with Musical Notes,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 – April 1, 2016, Proceedings, 2016, pp. 186-201.
[Bibtex]@InProceedings{conf/evoW/RodriguesCCMC16, title = "Evolving L-Systems with Musical Notes", author = "Ana Rodrigues and Ernesto Costa and Am{\'i}lcar Cardoso and Penousal Machado and Tiago Cruz", bibdate = "2018-11-14", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-31008-4_13; DBLP, http://dblp.uni-trier.de/https://www.wikidata.org/entity/Q57588560; DBLP, http://dblp.uni-trier.de/db/conf/evoW/evomusart2016.html#RodriguesCCMC16", booktitle = "Evolutionary and Biologically Inspired Music, Sound, Art and Design - 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings", publisher = "Springer", year = "2016", volume = "9596", booktitle = "EvoMUSART", editor = "Colin G. Johnson and Vic Ciesielski and Jo{\~a}o Correia and Penousal Machado", ISBN = "978-3-319-31007-7", pages = "186--201", series = "Lecture Notes in Computer Science", }
2015
- N. Lourenco, F. B. Pereira, and E. Costa, “The Optimization Ability of Evolved Strategies,” , 2015.
[Bibtex]@CONFERENCE{Lourenco2015, author = {Nuno Lourenco and Francisco B. Pereira and Ernesto Costa}, title = {The Optimization Ability of Evolved Strategies}, booktitle = {17th Portuguese Conference on Artificial Intelligen, EPIA-2015}, year = {2015}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype:Evolutionary Type Design,” , 2015.
[Bibtex]@CONFERENCE{Martins2015, author = {Tiago Martins and Jo‹o Correia and Ernesto Costa and Penousal Machado}, title = {Evotype:Evolutionary Type Design}, booktitle = {Evolutionary and Biologically Inspired Music, Sound, Art and Design, 4th International Conference}, year = {2015}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - L. Vanneschi, M. Castelli, E. Costa, Alessandro Re, H. Vaz, V. Lobo, and P. Urbano, “Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data,” , 2015.
[Bibtex]@CONFERENCE{Vanneschi2015, author = {Leonardo Vanneschi and Mauro Castelli and Ernesto Costa and Alessandro Re and Henrique Vaz and Victor Lobo and Paulo Urbano}, title = {Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data}, booktitle = {Applications of Evolutionary Computation, 18th European Conference, EvoApplications 2015}, year = {2015}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - N. Lourenco, F. B. Pereira, and E. Costa, “SGE: A Structured Representation for Grammatical Evolution,” in Artificial Evolution, Lyon, France, 2015, pp. 136-148.
[Bibtex]@InProceedings{Lourenco:2015:EA, author = "Nuno Lourenco and Francisco B. Pereira and Ernesto Costa", title = "{SGE}: A Structured Representation for Grammatical Evolution", booktitle = "Artificial Evolution", year = "2015", editor = "Stephane Bonnevay and Pierrick Legrand and Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer", volume = "9554", series = "LNCS", pages = "136--148", address = "Lyon, France", month = "26-28 " # oct, organisation = "Association Evolution Artificielle", publisher = "Springer", keywords = "genetic algorithms, genetic programming, Grammatical Evolution", isbn13 = "978-3-319-31471-6", DOI = "doi:10.1007/978-3-319-31471-6_11", abstract = "This paper introduces Structured Grammatical Evolution, a new genotypic representation for Grammatical Evolution, where each gene is explicitly linked to a non-terminal of the grammar being used. This one-to-one correspondence ensures that the modification of a gene does not affect the derivation options of other non-terminals, thereby increasing locality. The performance of the new representation is accessed on a set of benchmark problems. The results obtained confirm the effectiveness of the proposed approach, as it is able to outperform standard grammatical evolution on all selected optimization problems", notes = "Published 2016 https://ea2015.inria.fr/ http://www.lifl.fr/EA/", doi-url = "http://dx.doi.org/10.1007/978-3-319-31471-6_11", } - L. Vanneschi, M. Castelli, E. Costa, A. Re, H. Vaz, V. Lobo, and P. Urbano, “Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data,” in 18th European Conference on the Applications of Evolutionary Computation, Copenhagen, 2015, pp. 732-744.
[Bibtex]@InProceedings{Vanneschi:2015:evoApplications, author = "Leonardo Vanneschi and Mauro Castelli and Ernesto Costa and Alessandro Re and Henrique Vaz and Victor Lobo and Paulo Urbano", title = "Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on {AIS} Data", booktitle = "18th European Conference on the Applications of Evolutionary Computation", year = "2015", editor = "Antonio M. Mora and Giovanni Squillero", series = "LNCS", volume = "9028", publisher = "Springer", pages = "732--744", address = "Copenhagen", month = "8-10 " # apr, organisation = "EvoStar", keywords = "genetic algorithms, genetic programming", isbn13 = "978-3-319-16548-6", DOI = "doi:10.1007/978-3-319-16549-3_59", abstract = "Maritime domain awareness deals with the situational understanding of maritime activities that could impact the security, safety, economy or environment. It enables quick threat identification, informed decision making, effective action support, knowledge sharing and more accurate situational awareness. In this paper, we propose a novel computational intelligence framework, based on genetic programming, to predict the position of vessels, based on information related to the vessels past positions in a specific time interval. Given the complexity of the task, two well known improvements of genetic programming, namely geometric semantic operators and linear scaling, are integrated in a new and sophisticated genetic programming system. The work has many objectives, for instance assisting more quickly and effectively a vessel when an emergency arises or being able to chase more efficiently a vessel that is accomplishing illegal actions. The proposed system has been compared to two different versions of genetic programming and three non-evolutionary machine learning methods, outperforming all of them on all the studied test cases.", notes = "evoCOMNET+evoRISK EvoApplications2015 held in conjunction with EuroGP'2015, EvoCOP2015 and EvoMusArt2015 http://www.evostar.org/2015/cfp_evoapps.php", doi-url = "http://dx.doi.org/10.1007/978-3-319-16549-3_59", } - N. L. co, F. B. Pereira, and E. Costa, “The Optimization Ability of Evolved Strategies,” in Progress in Artificial Intelligence – 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings, 2015, pp. 226-237.
[Bibtex]@InProceedings{conf/epia/LourencoPC15, title = "The Optimization Ability of Evolved Strategies", author = "Nuno Louren{\c c}o and Francisco B. Pereira and Ernesto Costa", bibdate = "2019-06-02", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-23485-4_23; DBLP, http://dblp.uni-trier.de/https://www.wikidata.org/entity/Q62042030; DBLP, http://dblp.uni-trier.de/db/conf/epia/epia2015.html#LourencoPC15", booktitle = "Progress in Artificial Intelligence - 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings", publisher = "Springer", year = "2015", volume = "9273", booktitle = "EPIA", editor = "Francisco C. Pereira and Penousal Machado and Ernesto Costa and Am{\'i}lcar Cardoso", ISBN = "978-3-319-23484-7", pages = "226--237", series = "Lecture Notes in Computer Science", } - T. Martins, J. Correia, E. Costa, and P. Machado, “Evotype: Evolutionary Type Design,” in Evolutionary and Biologically Inspired Music, Sound, Art and Design – 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings, 2015, pp. 136-147.
[Bibtex]@InProceedings{conf/evoW/MartinsCCM15, title = "Evotype: Evolutionary Type Design", author = "Tiago Martins and Jo{\~a}o Correia and Ernesto Costa and Penousal Machado", bibdate = "2018-11-14", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-16498-4_13; DBLP, http://dblp.uni-trier.de/https://www.wikidata.org/entity/Q57814834; DBLP, http://dblp.uni-trier.de/db/conf/evoW/evomusart2015.html#MartinsCCM15", booktitle = "Evolutionary and Biologically Inspired Music, Sound, Art and Design - 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings", publisher = "Springer", year = "2015", volume = "9027", booktitle = "EvoMUSART", editor = "Colin G. Johnson and Adri{\'a}n Carballal and Jo{\~a}o Correia", ISBN = "978-3-319-16497-7", pages = "136--147", series = "Lecture Notes in Computer Science", }
2014
- T. Baptista and E. Costa, “Automatic Step Evolution,” , 2014.
[Bibtex]@CONFERENCE{Baptista2014, author = {Tiago Baptista and Ernesto Costa}, title = {Automatic Step Evolution}, booktitle = {14th Ibero-American Conference on Artificial Intelligence, IBERAMIA-2014}, year = {2014}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - L. Melo, F. B. Pereira, and E. Costa, “Extended experiments with Ant Colony optimization with heterogeneous ants for the Large Dynamic Travelling Salesman Problem,” , 2014.
[Bibtex]@CONFERENCE{Melo2014, author = {Leonor Melo and Francisco Baptista Pereira and Erenesto Costa}, title = {Extended experiments with Ant Colony optimization with heterogeneous ants for the Large Dynamic Travelling Salesman Problem}, booktitle = {in 14th International Conference on computational Science and its Applications, ICCSA-2014}, year = {2014}, owner = {ernestojfcosta}, timestamp = {2015.05.05} } - L. A. Melo, F. B. Pereira, and E. Costa, “Extended Experiments with Ant Colony Optimization with Heterogeneous Ants for Large Dynamic Traveling Salesperson Problems,” in 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30 – July 3, 2014, 2014, pp. 171-175.
[Bibtex]@InProceedings{conf/iccsa/MeloPC14, title = "Extended Experiments with Ant Colony Optimization with Heterogeneous Ants for Large Dynamic Traveling Salesperson Problems", author = "Leonor Albuquerque Melo and Francisco B. Pereira and Ernesto Costa", bibdate = "2017-06-15", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1109/ICCSA.2014.39; DBLP, http://dblp.uni-trier.de/db/conf/iccsa/iccsa2014-w.html#MeloPC14", booktitle = "2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30 - July 3, 2014", publisher = "IEEE Computer Society", year = "2014", booktitle = "ICCSA (Workshops/Short Papers/Posters)", editor = "Bernady O. Apduhan and Ana Maria A. C. Rocha and Sanjay Misra and David Taniar and Osvaldo Gervasi and Beniamino Murgante", ISBN = "978-1-4799-4264-0", pages = "171--175", URL = "http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6969843; http://www.computer.org/csdl/proceedings/iccsa/2014/4264/00/index.html", } - T. R. Baptista and E. Costa, “Automatic Step Evolution,” in Advances in Artificial Intelligence – IBERAMIA 2014 – 14th Ibero-American Conference on AI, Santiago de Chile, Chile, November 24-27, 2014, Proceedings, 2014, pp. 393-404.
[Bibtex]@InProceedings{conf/iberamia/BaptistaC14, title = "Automatic Step Evolution", author = "Tiago R. Baptista and Ernesto Costa", bibdate = "2017-06-02", bibsource = "DBLP, http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-12027-0_32; DBLP, http://dblp.uni-trier.de/db/conf/iberamia/iberamia2014.html#BaptistaC14", booktitle = "Advances in Artificial Intelligence - IBERAMIA 2014 - 14th Ibero-American Conference on AI, Santiago de Chile, Chile, November 24-27, 2014, Proceedings", publisher = "Springer", year = "2014", volume = "8864", booktitle = "IBERAMIA", editor = "Ana L. C. Bazzan and Karim Pichara", ISBN = "978-3-319-12026-3", pages = "393--404", series = "Lecture Notes in Computer Science", }
2013
- T. Baptista and E. Costa, “Step Evolution: Improving the Performance of Open-Ended Evolution Simulations,” in IEEE ALife (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Baptista2013, author = {Tiago Baptista and Erenesto Costa}, title = {Step Evolution: Improving the Performance of Open-Ended Evolution Simulations}, booktitle = {IEEE ALife (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.01.27} } - R. Lopes and E. Costa, “Genetic Programming with Genetic Regulatory Networks,” in Proceedings of GECCO’2013 (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Lopes2013, author = {Rui Lopes and Ernesto Costa}, title = {Genetic Programming with Genetic Regulatory Networks}, booktitle = {Proceedings of GECCO'2013 (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.03.15} } - R. Lopes and E. Costa, “GEARNet: gramatical evolution with Artificial Regulatory Networks,” in Proceedings of GECCO’2013 (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Lopes2013a, author = {Rui Lopes and Ernesto Costa}, title = {GEARNet: gramatical evolution with Artificial Regulatory Networks}, booktitle = {Proceedings of GECCO'2013 (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.03.15} } - R. Lopes and E. Costa, “Evolving an Harmonic Number Generator with ReNCoDe,” in Proceedings of the Portuguese Conference on Artificial Intelligence (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Lopes2013b, author = {Rui Lopes and Ernesto Costa}, title = {Evolving an Harmonic Number Generator with ReNCoDe}, booktitle = {Proceedings of the Portuguese Conference on Artificial Intelligence (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.06.04} } - N. Lourenco, F. B. Pereira, and E. Costa, “The importance of the learning conditions in Hyper-heuristics,” in Proceedings of the GECCO’2013 Conference (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Lourenco2013, author = {Nuno Lourenco and Francisco B. Pereira and Erenesto Costa}, title = {The importance of the learning conditions in Hyper-heuristics}, booktitle = {Proceedings of the GECCO'2013 Conference (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.03.15} } - L. Melo, F. B. Pereira, and E. Costa, “Multi-caste ant colony algorithm for the dynamic traveling salesperson problem,” in ICANNGA 2013 (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Melo2013, author = {Leonor Melo and Francisco B. Pereira and Ernesto Costa}, title = {Multi-caste ant colony algorithm for the dynamic traveling salesperson problem}, booktitle = {ICANNGA 2013 (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.01.27} } - A. Simões and E. Costa, “Extended virtual loser genetic algorithm for the dynamic travelling salesman problem,” in Proceedings of the GECCO’2013 Conference (to appear), 2013.
[Bibtex]@INPROCEEDINGS{Simoes2013, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Extended virtual loser genetic algorithm for the dynamic travelling salesman problem}, booktitle = {Proceedings of the GECCO'2013 Conference (to appear)}, year = {2013}, owner = {ernestojfcosta}, timestamp = {2013.03.15} }
2012
- N. Lourenco, F. B. Pereira, and E. Costa, “Evolving Evolutionary Algorithms,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2012), 2012.
[Bibtex]@INPROCEEDINGS{Lourenco2012, author = {Nuno Lourenco and Francisco B. Pereira and Ernesto Costa}, title = {Evolving Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2012)}, year = {2012}, owner = {ernestojfcosta}, timestamp = {2012.06.18} } - A. Simões and E. Costa, “The virtual loser genetic algorithm for dynamic environments,” in Prooceedings of the EvoApplications Conference, 2012, pp. 539-548.
[Bibtex]@INPROCEEDINGS{Simoes2012, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {The virtual loser genetic algorithm for dynamic environments}, booktitle = {Prooceedings of the EvoApplications Conference}, year = {2012}, editor = {C. di Chio}, number = {7248}, series = {LNCS}, pages = {539-548}, owner = {ernestojfcosta}, timestamp = {2012.06.18} } - A. Simões and E. Costa, “Enhancing the virtual loser genetic algorithm for dynamic environments,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2012), 2012.
[Bibtex]@INPROCEEDINGS{Simoes2012a, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Enhancing the virtual loser genetic algorithm for dynamic environments}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO2012)}, year = {2012}, owner = {ernestojfcosta}, timestamp = {2012.06.18} }
2011
- T. Baptista and E. Costa, “The Evolution of Foraging in an Open-Ended Simulation Environment,” in 15th Portuguese Conference on Artificial Intelligence, 2011.
[Bibtex]@INPROCEEDINGS{Baptista2011, author = {Tiago Baptista and Ernesto Costa}, title = {The Evolution of Foraging in an Open-Ended Simulation Environment}, booktitle = {15th Portuguese Conference on Artificial Intelligence}, year = {2011}, __markedentry = {[ernestojfcosta:6]}, owner = {ernestojfcosta}, timestamp = {2012.01.26} } - R. Lopes and E. Costa, “ReNCoDe: A Regulatory Network Computational Device,” in EuroGP ’11: Proceedings of the 13th annual conference on Genetic and Evolutionary Computation, Turin, Italy, 2011, pp. 143-154.
[Bibtex]@INPROCEEDINGS{Lopes2011c, author = {Rui Lopes and Ernesto Costa}, title = {ReNCoDe: A Regulatory Network Computational Device}, booktitle = {EuroGP '11: Proceedings of the 13th annual conference on Genetic and Evolutionary Computation}, year = {2011}, editor = {Sara Silva and James Foster and Miguel Nicolau and Mario Giacobini, and Penousal Machado }, volume = {6621}, series = {LNCS}, pages = {143--154}, address = {Turin, Italy}, publisher = {Springer Verlag}, abstract = {In recent years, our biologic understanding was increased with the comprehension of the multitude of regulatory mechanisms that are fundamental in both processes of inheritance and of development, and some researchers advocate the need to explore computationally this new understanding. One of the outcomes was the Artificial Gene Regulatory (ARN) model, first proposed by Wolfgang Banzhaf. In this paper, we use this model as representation for a computational device and introduce new variation operators, showing experimentally that it is effective in solving a set of benchmark problems.}, annote = { From Duplicate 1 ( Re\{NC\}oDe: \{A\} Regulatory Network Computational Device - Lopes, Rui; Costa, Ernesto ) From Duplicate 2 ( Re\{NC\}oDe: \{A\} Regulatory Network Computational Device - Lopes, Rui; Costa, Ernesto ) }, file = {:Users/rmlopes/Documents/Mendeley Desktop/Lopes, Costa/2011/Lopes, Costa\_2011\_ReNCoDe A Regulatory Network Computational Device.pdf:pdf}, keywords = {genetic algorithms,genetic programming}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - R. Lopes and E. Costa, “Using Feedback in a Regulatory Network Computational Device,” in GECCO ’11: Proceedings of the 13th annual conference on Genetic and Evolutionary Computation, 2011.
[Bibtex]@INPROCEEDINGS{Lopes2011d, author = {Rui Lopes and Ernesto Costa}, title = {Using Feedback in a Regulatory Network Computational Device}, booktitle = {GECCO '11: Proceedings of the 13th annual conference on Genetic and Evolutionary Computation}, year = {2011}, annote = { From Duplicate 1 ( Using Feedback in a Regulatory Network Computational Device - Lopes, Rui L.; Costa, Ernesto ) }, file = {:Users/rmlopes/Documents/Mendeley Desktop/Lopes, Costa/2011/Lopes, Costa_2011_Using Feedback in a Regulatory Network Computational Device.pdf:PDF}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - R. Lopes and E. Costa, “The Squares Problem and a Neutrality Analysis with ReNCoDe,” in ALEA ’11: Proceedings of the Artificial Life and Evolutionary Algorithms conference, 2011.
[Bibtex]@INPROCEEDINGS{Lopes2011e, author = {Rui Lopes and Ernesto Costa}, title = {The Squares Problem and a Neutrality Analysis with ReNCoDe}, booktitle = {ALEA '11: Proceedings of the Artificial Life and Evolutionary Algorithms conference}, year = {2011}, owner = {ernestojfcosta}, timestamp = {2012.01.29} } - L. Melo, F. B. Pereira, and E. Costa, “Multi-caste ant colony optimization algorithms,” in Proceedings of the 15th Portuguese Conference on Artificial Intelligence (EPIA2011), 2011.
[Bibtex]@INPROCEEDINGS{Melo2011, author = {Leonor Melo and Francisco B. Pereira and Ernesto Costa}, title = {Multi-caste ant colony optimization algorithms}, booktitle = {Proceedings of the 15th Portuguese Conference on Artificial Intelligence (EPIA2011)}, year = {2011}, owner = {ernestojfcosta}, timestamp = {2012.06.18} } - A. Simões and E. Costa, “CHC-based Algorithms for the Dynamic Traveling Salesman Problem,” in EvoWorkshops 2011, Applications of Evolutionary Computing, 2011.
[Bibtex]@INPROCEEDINGS{Simoes2011b, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {CHC-based Algorithms for the Dynamic Traveling Salesman Problem}, booktitle = {EvoWorkshops 2011, Applications of Evolutionary Computing}, year = {2011}, editor = {Springer}, series = {LNCS}, __markedentry = {[ernestojfcosta:6]}, owner = {ernestojfcosta}, timestamp = {2012.01.26} } - A. Simões and E. Costa, “Memory-based CHC Algorithms for the Dynamic Traveling Salesman Problem,” in Genetic and Evolutionary Computation Conference (GECCO 2011), 2011.
[Bibtex]@INPROCEEDINGS{Simoes2011a, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Memory-based CHC Algorithms for the Dynamic Traveling Salesman Problem}, booktitle = {Genetic and Evolutionary Computation Conference (GECCO 2011)}, year = {2011}, __markedentry = {[ernestojfcosta:6]}, owner = {ernestojfcosta}, timestamp = {2012.01.26} } - A. Simões, E. Costa, R. Carvalho, and J. Campos, “A Study on Population’s Diversity for Dynamic Environments,” in 2011 International Conference on Adaptive and Natural Computing Algorithms, ICANNGA’11, 2011.
[Bibtex]@INPROCEEDINGS{Simoes2011, author = {Anabela Sim{\~o}es and Ernesto Costa and Rui Carvalho and Jo‹o Campos}, title = {A Study on Population's Diversity for Dynamic Environments}, booktitle = {2011 International Conference on Adaptive and Natural Computing Algorithms, ICANNGA'11}, year = {2011}, __markedentry = {[ernestojfcosta:6]}, owner = {ernestojfcosta}, timestamp = {2012.01.26} }
2010
- J. Sousa and E. Costa, “EpiAL – An Epigenetic Approach for an Artificial Life Model,” in International Conference on Agents and Artificial Intelligence, 2010, pp. 90-97.
[Bibtex]@INPROCEEDINGS{Sousa2010, author = {Jorge Sousa and Ernesto Costa}, title = {EpiAL - An Epigenetic Approach for an Artificial Life Model}, booktitle = {International Conference on Agents and Artificial Intelligence}, year = {2010}, pages = {90-97}, bibsource = {DBLP, http://dblp.uni-trier.de}, crossref = {DBLP:conf/icaart/2010-1}, date-added = {2010-11-20 17:36:00 +0000}, date-modified = {2010-11-20 17:36:00 +0000}, owner = {ernestojfcosta}, timestamp = {2012.01.26} }
2009
- L. Melo, F. B. Pereira, and E. Costa, “MC-ANT: A Multi-Colony Ant Algorithm,” in 9th International Conference on Artificial Evolution, 2009, pp. 25-36.
[Bibtex]@INPROCEEDINGS{Melo2009, author = {Leonor Melo and Francisco B. Pereira and Ernesto Costa}, title = {MC-ANT: A Multi-Colony Ant Algorithm}, booktitle = {9th International Conference on Artificial Evolution}, year = {2009}, pages = {25-36}, bibsource = {DBLP, http://dblp.uni-trier.de}, crossref = {DBLP:conf/ae/2009}, date-added = {2010-11-20 17:36:49 +0000}, date-modified = {2010-11-20 17:36:49 +0000}, ee = {http://dx.doi.org/10.1007/978-3-642-14156-0_3}, owner = {ernestojfcosta}, timestamp = {2012.01.26} } - T. Menezes and E. Costa, “Coevolution of Competing Agent Species in a Game-Like Environment,” in Proceedings of the Applications of Evolutionary Computation Conference, 2009, pp. 263-272.
[Bibtex]@INPROCEEDINGS{Menezes2009, author = {Telmo Menezes and Ernesto Costa}, title = {Coevolution of Competing Agent Species in a Game-Like Environment}, booktitle = {Proceedings of the Applications of Evolutionary Computation Conference}, year = {2009}, editor = {Giacobini, M and Brabazon, A and Cagnoni, S and DiCaro, GA and Ekart, A and EsparciaAlcazar, AI and Farooq, M and Fink, A and Machado, P and McCormack, J and ONeill, M and Neri, F and Preuss, M and Rothlauf, F and Tarantino, E and Yang, S}, volume = {5484}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {263-272}, note = {EvoWorkshops 2009, Tubingen, GERMANY, APR 15-17, 2009}, __markedentry = {[ernestojfcosta:]}, isbn = {978-3-642-01128-3}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000265786800030} } - A. Simões and E. Costa, “The Influence of Population and Memory Sizes on the Evolutionary Algorithm’s Performance for Dynamic Environments,” in Proceedings of the Applications of Evolutionary Computation Conference, 2009, pp. 705-714.
[Bibtex]@INPROCEEDINGS{Simoes2009, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {The Influence of Population and Memory Sizes on the Evolutionary Algorithm's Performance for Dynamic Environments}, booktitle = {Proceedings of the Applications of Evolutionary Computation Conference}, year = {2009}, editor = {Giacobini, M and Brabazon, A and Cagnoni, S and DiCaro, GA and Ekart, A and EsparciaAlcazar, AI and Farooq, M and Fink, A and Machado, P and McCormack, J and ONeill, M and Neri, F and Preuss, M and Rothlauf, F and Tarantino, E and Yang, S}, volume = {5484}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {705-714}, note = {EvoWorkshops 2009, Tubingen, GERMANY, APR 15-17, 2009}, __markedentry = {[ernestojfcosta:]}, isbn = {978-3-642-01128-3}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000265786800080} } - P. Tome, E. Costa, and L. Amaral, “The reuse of experience trough the use of CBR in information systems modelling,” in Proceeedings of the International Conference on Agents and Artificial Intelligence (ICAART 2009), 2009, pp. 297-305.
[Bibtex]@INPROCEEDINGS{Tome2009, author = {Tome, Paulo and Costa, Ernesto and Amaral, Luis}, title = {The reuse of experience trough the use of CBR in information systems modelling}, booktitle = {Proceeedings of the International Conference on Agents and Artificial Intelligence (ICAART 2009)}, year = {2009}, editor = {Fred, A}, pages = {297-305}, note = {1st International Conference on Agents and Artificial Intelligence, Porto, PORTUGAL, JAN 19-21, 2009}, __markedentry = {[ernestojfcosta:]}, book-author = {Filipe, J}, isbn = {978-989-8111-66-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000267058000046} }
2008
- A. Goncalves and E. Costa, “A model for an heterogeneous gene regulatory network,” , S. Das, Ed., , 2008.
[Bibtex]@INBOOK{Goncalves2008, chapter = {22}, title = {A model for an heterogeneous gene regulatory network}, year = {2008}, editor = {Sanjoy Das}, author = {Angela Goncalves and Ernesto Costa}, doi = {10.4018/978-1-60566-685-3.ch022}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - A. Goncalves and E. Costa, “A computational model of gene regulatory networks and its topological properties,” in Artificial Life XI, 2008.
[Bibtex]@INPROCEEDINGS{Goncalves2008a, author = {Angela Goncalves and Ernesto Costa}, title = {A computational model of gene regulatory networks and its topological properties}, booktitle = {Artificial Life XI}, year = {2008}, owner = {ernestojfcosta}, timestamp = {2012.01.31} } - A. Simões and E. Costa, “Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains,” in Proceedings of the Paralell Problem Solving from Nature Conference (PPSN X), 2008, pp. 306-315.
[Bibtex]@INPROCEEDINGS{Simoes2008, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains}, booktitle = {Proceedings of the Paralell Problem Solving from Nature Conference (PPSN X)}, year = {2008}, editor = {Rudolph, G and Jansen, T and Lucas, S and Poloni, C and Beume, N}, volume = {5199}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {306-315}, note = {10th International Conference on Parallel Problem Solving from Nature, Dortmund, GERMANY, SEP 13-17, 2008}, __markedentry = {[ernestojfcosta:]}, isbn = {978-3-540-87699-1}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000260673000031} } - J. Tavares, F. B. Pereira, and E. Costa, “Golomb Rulers: A Fitness Landscape Analysis,” in IEEE Congress on Evolutionary Computation, 2008, pp. 3695-3701.
[Bibtex]@INPROCEEDINGS{Tavares2008, author = {Tavares, Jorge and Pereira, Francisco B. and Costa, Ernesto}, title = {Golomb Rulers: A Fitness Landscape Analysis}, booktitle = {IEEE Congress on Evolutionary Computation}, year = {2008}, series = {IEEE Congress on Evolutionary Computation}, pages = {3695-3701}, note = {IEEE Congress on Evolutionary Computation, Hong Kong, PEOPLES R CHINA, JUN 01-06, 2008}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {978-1-4244-1822-0}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000263406502072} } - P. Tome, E. Costa, and L. Amaral, “Improving case retrieval performance trough the use of clustering techniques,” in Tenth Internacional Conference on Enterprise Information Systems – ICEIS 2008, 2008, pp. 450-454.
[Bibtex]@INPROCEEDINGS{Tome2008, author = {Tome, Paulo and Costa, Ernesto and Amaral, Luis}, title = {Improving case retrieval performance trough the use of clustering techniques}, booktitle = {Tenth Internacional Conference on Enterprise Information Systems - ICEIS 2008}, year = {2008}, editor = {Cordeiro, J and Filipe, J}, pages = {450-454}, note = {10th International Conference on Enterprise Information Systems, Barcelona, SPAIN, JUN 12-16, 2008}, __markedentry = {[ernestojfcosta:]}, isbn = {978-989-8111-37-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000259488000073} }
2007
- T. Leitao, F. B. Pereira, J. Tavares, and Ernesto Costa, “Niching Techniques: a Study on the Cluster Geometry Optimization Problem,” in GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, 2007, p. 1524.
[Bibtex]@INPROCEEDINGS{Leitao2007, author = {Tiago Leitao and Francisco B. Pereira and Jorge Tavares and Ernesto Costa}, title = {Niching Techniques: a Study on the Cluster Geometry Optimization Problem}, booktitle = {GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2}, year = {2007}, pages = {1524}, note = {Annual Conference of Genetic and Evolutionary Computation Conference, London, ENGLAND, JUL 07-11, 2007}, __markedentry = {[ernestojfcosta:]}, book-group-author = {ACM}, isbn = {978-1-59593-697-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000268226900273} } - T. Menezes and E. Costa, “Designing for Surprise,” in 9th European Conference on Artificial Life (ECAL 2007), 2007, pp. 1079-1088.
[Bibtex]@INPROCEEDINGS{Menezes2007, author = {Telmo Menezes and Ernesto Costa}, title = {Designing for Surprise}, booktitle = {9th European Conference on Artificial Life (ECAL 2007)}, year = {2007}, editor = {Fernando Costa and Lu’s Rocha and Ernesto Costa and im Harvey and Ant—nio Coutinho}, volume = {4648}, series = {Lecture notes in Artificial Inbtelligence}, pages = {1079-1088}, publisher = {Springer-Verlag}, date-added = {2010-11-28 23:20:59 +0000}, date-modified = {2010-11-28 23:24:41 +0000}, owner = {ernestojfcosta} } - A. Simões and E. Costa, “Variable-size memory evolutionary algorithm to deal with dynamic environments,” in Applications of Evolutionary Computing, Proceedings, 2007, pp. 617-626.
[Bibtex]@INPROCEEDINGS{Simoes2007, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Variable-size memory evolutionary algorithm to deal with dynamic environments}, booktitle = {Applications of Evolutionary Computing, Proceedings}, year = {2007}, editor = {Giacobini, M}, volume = {4448}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {617-626}, note = {EvoWorkshops 2007, Valencia, SPAIN, APR 11-13, 2007}, __markedentry = {[ernestojfcosta:]}, isbn = {978-3-540-71804-8}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000246103300068} } - A. Simões and E. Costa, “Improving memory’s usage in evolutionary algorithms for changing environments,” in 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, pp. 276-283.
[Bibtex]@INPROCEEDINGS{Simoes2007a, author = {Anabela Sim{\~o}es and Ernesto Costa}, title = {Improving memory's usage in evolutionary algorithms for changing environments}, booktitle = {2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS}, year = {2007}, series = {IEEE Congress on Evolutionary Computation}, pages = {276-283}, note = {IEEE Congress on Evolutionary Computation, Singapore, SINGAPORE, SEP 25-28, 2007}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {978-1-4244-1339-3}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000256053700036} } - A. Simões and E. Costa, “VMEA: Studies on Replacing Strategies and Diversity in Dynamic Environments,” in GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, 2007, p. 1530.
[Bibtex]@INPROCEEDINGS{Simoes2007b, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {VMEA: Studies on Replacing Strategies and Diversity in Dynamic Environments}, booktitle = {GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2}, year = {2007}, pages = {1530}, note = {Annual Conference of Genetic and Evolutionary Computation Conference, London, ENGLAND, JUL 07-11, 2007}, __markedentry = {[ernestojfcosta:]}, book-group-author = {ACM}, isbn = {978-1-59593-697-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000268226900279} } - P. Tome, E. Costa, and L. Amaral, “Re-using experience in information systems development,” in ICSOFT 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL SE – SOFTWARE ENGINEERING, 2007, pp. 357-362.
[Bibtex]@INPROCEEDINGS{Tome2007, author = {Tome, Paulo and Costa, Ernesto and Amaral, Luis}, title = {Re-using experience in information systems development}, booktitle = {ICSOFT 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL SE - SOFTWARE ENGINEERING}, year = {2007}, editor = {Filipe, J and Helfert, M and Shishkov, B}, pages = {357-362}, note = {2nd International Conference on Computer Graphics Theory and Applications, Barcelona, SPAIN, MAR 08-11, 2007}, __markedentry = {[ernestojfcosta:]}, isbn = {978-989-8111-06-7}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000252427700057} }
2006
- A. Brabazon, A. Silva, E. Costa, T. Sousa, and M. O’Neill, “Simulating the strategic adaptation of organizations using OrgSwarm,” , S. Olariu and A. Zomaya, Eds., Computer and Information Science, 2006, pp. 305-319.
[Bibtex]@INBOOK{Brabazon2006, chapter = {20}, pages = {305-319}, title = {Simulating the strategic adaptation of organizations using OrgSwarm}, publisher = {Computer and Information Science}, year = {2006}, editor = {Stephan Olariu and Albert Zomaya}, author = {Anthony Brabazon and Arlindo Silva and Ernesto Costa and Tiago Sousa and Michael O'Neill}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - T. Menezes, T. Baptista, and E. Costa, “Towards generation of complex game worlds,” in IEEE Symposium on Computational Intelligence and Games – CIG 2006, 2006.
[Bibtex]@INPROCEEDINGS{Menezes2006, author = {Telmo Menezes and Tiago Baptista and Ernesto Costa}, title = {Towards generation of complex game worlds}, booktitle = {IEEE Symposium on Computational Intelligence and Games - CIG 2006}, year = {2006}, date-added = {2010-11-28 23:24:24 +0000}, date-modified = {2010-11-28 23:26:42 +0000}, owner = {ernestojfcosta} } - T. Sousa, A. Silva, A. Silva, and E. Costa, “Bioinspired data mining,” , S. Olariu and A. Zomaya, Eds., Computer and Information Science, 2006, pp. 469-489.
[Bibtex]@INBOOK{Sousa2006, chapter = {27}, pages = {469-489}, title = {Bioinspired data mining}, publisher = {Computer and Information Science}, year = {2006}, editor = {Stephan Olariu and Albert Zomaya}, author = {Tiago Sousa and Arlindo Silva and Ana Silva and Erenesto Costa}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - J. Tavares, F. B. Pereira, and E. Costa, “The role of representation on the multidimensional knapsack problem by means of fitness landscape analysis,” in 2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, 2006, pp. 2292-2299.
[Bibtex]@INPROCEEDINGS{Tavares2006, author = {Tavares, Jorge and Pereira, Francisco B. and Costa, Ernesto}, title = {The role of representation on the multidimensional knapsack problem by means of fitness landscape analysis}, booktitle = {2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6}, year = {2006}, series = {IEEE Congress on Evolutionary Computation}, pages = {2292-2299}, note = {IEEE Congress on Evolutionary Computation, Vancouver, CANADA, JUL 16-21, 2006}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, doi = {10.1109/CEC.2006.1688593}, isbn = {978-0-7803-9487-2}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000245414204011} }
2005
- A. Brabazon, A. Silva, T. Sousa, M. O’Neill, R. Matthews, and E. Ernesto, “Agent-based modelling of product invention,” in GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2, 2005, pp. 129-136.
[Bibtex]@INPROCEEDINGS{Brabazon2005, author = {Anthony Brabazon and Arlindo Silva and Tiago Sousa and Michael O'Neill and Robin Matthews and Ernesto Ernesto}, title = {Agent-based modelling of product invention}, booktitle = {GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2}, year = {2005}, editor = {Beyer, HG}, pages = {129-136}, note = {Genetic and Evolutionary Computation Conference, Washington, DC, JUN 25-29, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {1-59593-010-8}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000242040700017} } - A. Brabazon, T. Sousa, A. Silva, M. O’Neill, and E. Costa, “A memetic model of product invention,” in 2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS, 2005, pp. 1053-1060.
[Bibtex]@INPROCEEDINGS{Brabazon2005a, author = {A. Brabazon and T. Sousa and A. Silva and M. O'Neill and E. Costa}, title = {A memetic model of product invention}, booktitle = {2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS}, year = {2005}, series = {IEEE Congress on Evolutionary Computation}, pages = {1053-1060}, note = {IEEE Congress on Evolutionary Computation, Edinburgh, SCOTLAND, SEP 02-05, 2005}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {0-7803-9363-5}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000232173100140} } - L. Correia and E. Costa, “ALEA’05: 2nd Portuguese workshop on Artificial Life and Evolutionary Algorithms,” in 2005 Portuguese Conference on Artificial Intelligence, Proceedings, 2005, p. 65.
[Bibtex]@INPROCEEDINGS{Correia2005, author = {Lu’s Correia and Ernesto Costa}, title = {ALEA'05: 2nd Portuguese workshop on Artificial Life and Evolutionary Algorithms}, booktitle = {2005 Portuguese Conference on Artificial Intelligence, Proceedings}, year = {2005}, editor = {Bento, C and Cardoso, A and Dias, G}, pages = {65}, note = {Portuguese Conference on Artificial Intelligence, Covilha, PORTUGAL, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {978-0-7803-9365-3}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000245387100009} } - L. Correia and E. Costa, “12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 – Introduction,” in PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2005, p. 143.
[Bibtex]@INPROCEEDINGS{Correia2005a, author = {L. Correia and E. Costa}, title = {12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction}, booktitle = {PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS}, year = {2005}, editor = {Bento, C and Cardoso, A and Dias, G}, volume = {3808}, series = {LECTURE NOTES IN ARTIFICIAL INTELLIGENCE}, pages = {143}, note = {12th Portuguese Conference on Artificial Intelligence, Covilha, PORTUGAL, DEC 05-08, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-30737-0}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000234796000014} } - S. Silva and E. Costa, “Resource-Limited Genetic Programming: The dynamic approach,” in GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2, 2005, pp. 1673-1680.
[Bibtex]@INPROCEEDINGS{Silva2005b, author = {Sara Silva and Ernesto Costa}, title = {Resource-Limited Genetic Programming: The dynamic approach}, booktitle = {GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2}, year = {2005}, editor = {Beyer, HG}, pages = {1673-1680}, note = {Genetic and Evolutionary Computation Conference, Washington, DC, JUN 25-29, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {1-59593-010-8}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000242040700254} } - S. Silva and E. Costa, “Comparing tree depth limits and resource-limited GP,” in 2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS, 2005, pp. 920-927.
[Bibtex]@INPROCEEDINGS{Silva2005, author = {Sara Silva and Ernesto Costa}, title = {Comparing tree depth limits and resource-limited GP}, booktitle = {2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS}, year = {2005}, series = {IEEE Congress on Evolutionary Computation}, pages = {920-927}, note = {IEEE Congress on Evolutionary Computation, Edinburgh, SCOTLAND, SEP 02-05, 2005}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {0-7803-9363-5}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000232173100122} } - S. Silva, P. Silva, and E. Costa, “Resource-limited Genetic Programming: Replacing tree depth limits,” in Adaptive and Natural Computing Algorithms, 2005, pp. 243-246.
[Bibtex]@INPROCEEDINGS{Silva2005a, author = {Sara Silva and Pedro Silva and Ernesto Costa }, title = {Resource-limited Genetic Programming: Replacing tree depth limits}, booktitle = {Adaptive and Natural Computing Algorithms}, year = {2005}, editor = {Ribeiro, B and Albrecht, RF and Dobnikar, A and Pearson, DW and Steele, NC}, series = {SPRINGER COMPUTER SCIENCE}, pages = {243-246}, note = {7th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), Coimbra, PORTUGAL, MAR 21-23, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-24934-6}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000229368400058} } - J. Tavares, T. Leitao, F. Pereira, and E. Costa, “Evolving segments length in Golomb Rulers,” in Adaptive and Natural Computing Algorithms, 2005, pp. 239-242.
[Bibtex]@INPROCEEDINGS{Tavares2005, author = {J Tavares and T Leitao and FB Pereira and E Costa}, title = {Evolving segments length in Golomb Rulers}, booktitle = {Adaptive and Natural Computing Algorithms}, year = {2005}, editor = {Ribeiro, B and Albrecht, RF and Dobnikar, A and Pearson, DW and Steele, NC}, series = {SPRINGER COMPUTER SCIENCE}, pages = {239-242}, note = {7th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), Coimbra, PORTUGAL, MAR 21-23, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-24934-6}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000229368400057} } - J. Tavares, F. Pereira, and E. Costa, “Golomb Rulers: Experiments with marks representation,” in Adaptive and Natural Computing Algorithms, 2005, pp. 235-238.
[Bibtex]@INPROCEEDINGS{Tavares2005a, author = {Tavares, J and Pereira, FB and Costa, E}, title = {Golomb Rulers: Experiments with marks representation}, booktitle = {Adaptive and Natural Computing Algorithms}, year = {2005}, editor = {Ribeiro, B and Albrecht, RF and Dobnikar, A and Pearson, DW and Steele, NC}, series = {SPRINGER COMPUTER SCIENCE}, pages = {235-238}, note = {7th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), Coimbra, PORTUGAL, MAR 21-23, 2005}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-24934-6}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000229368400056} }
2004
- A. Brabazon, A. Silva, T. de Sousa, M. O’Neill, R. Matthews, and E. Costa, “A particle swarm model of organizational adaptation,” in GENETIC AND EVOLUTIONARY COMPUTATION – GECCO 2004, PT 1, PROCEEDINGS, 2004, pp. 12-23.
[Bibtex]@INPROCEEDINGS{Brabazon2004, author = {Brabazon, A and Silva, A and de Sousa, TF and O'Neill, M and Matthews, R and Costa, E}, title = {A particle swarm model of organizational adaptation}, booktitle = {GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2004, PT 1, PROCEEDINGS}, year = {2004}, editor = {Deb, K and Poli, R and Banzhaf, W and Beyer, HG and Burke, E and Darwen, P and Dasgupta, D and Floreano, D and Foster, O and Harman, M and Holland, O and Lanzi, PL and Spector, L and Tettamanzi, A and Thierens, D and Tyrrell, A}, volume = {3102}, number = {Part 1}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {12-23}, note = {6th Annual Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, WA, JUN 26-30, 2004}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-22344-4}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000225101200002} } - A. Brabazon, A. Silva, T. de Sousa, M. O’Neill, R. Matthews, and E. Costa, “OrgSwarm – A particle swarm model of organizational adaptation,” in NEURAL INFORMATION PROCESSING, 2004, pp. 1110-1116.
[Bibtex]@INPROCEEDINGS{Brabazon2004b, author = {Brabazon, A and Silva, A and de Sousa, TF and O'Neill, M and Matthews, R and Costa, E}, title = {OrgSwarm - A particle swarm model of organizational adaptation}, booktitle = {NEURAL INFORMATION PROCESSING}, year = {2004}, editor = {Pal, NR and Kasabov, N and Mudi, RK and Pal, S and Parui, SK}, volume = {3316}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {1110-1116}, note = {11th International Conference on Neural Information Processing, Calcutta, INDIA, NOV 22-25, 2004}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-23931-6}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000225878300171} } - A. Brabazon, A. Silva, T. de Sousa, M. O’Neill, R. Matthews, and E. Costa, “Investigating organizational strategic inertia using a particle swarm model,” in CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2004, pp. 652-659.
[Bibtex]@INPROCEEDINGS{Brabazon2004a, author = {Brabazon, A and Silva, A and de Sousa, TF and O'Neill, M and Matthews, R and Costa, E}, title = {Investigating organizational strategic inertia using a particle swarm model}, booktitle = {CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2}, year = {2004}, series = {IEEE Congress on Evolutionary Computation}, pages = {652-659}, note = {Congress on Evolutionary Computation (CEC 2004), Portland, OR, JUN 19-23, 2004}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {0-7803-8515-2}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000222818400091} } - P. Machado, F. B. Pereira, J. Tavares, Ernesto Costa, and A. Cardoso, “Evolutionary Turing Machines: The Quest for Busy Beavers,” , L. N. de Castro and V. F. J. Zuben, Eds., Idea Group, 2004.
[Bibtex]@INBOOK{Machado2005, chapter = {2}, title = {Evolutionary Turing Machines: The Quest for Busy Beavers}, publisher = {Idea Group}, year = {2004}, editor = {L. N. de Castro and F. J. Von Zuben}, author = {Penousal Machado and Francisco B. Pereira and Jorge Tavares and Ernesto Costa and Am{\'i}lcar Cardoso}, doi = {10.4018/978-1-59140-312-8.ch002}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - S. Silva and E. Costa, “Dynamic limits for bloat control – Variations on size and depth,” in GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS, 2004, pp. 666-677.
[Bibtex]@INPROCEEDINGS{Silva2004, author = {Sara Silva and Ernesto Costa}, title = {Dynamic limits for bloat control - Variations on size and depth}, booktitle = {GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS}, year = {2004}, editor = {Deb, K and Poli, R and Banzhaf, W and Beyer, HG and Burke, E and Darwen, P and Dasgupta, D and Floreano, D and Foster, O and Harman, M and Holland, O and Lanzi, PL and Spector, L and Tettamanzi, A and Thierens, D and Tyrrell, A}, volume = {3103}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {666-677}, note = {6th Annual Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, WA, JUN 26-30, 2004}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-22343-6}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000225040600074} } - J. Tavares, P. Machado, A. Cardoso, F. Pereira, and E. Costa, “On the evolution of evolutionary algorithms,” in GENETIC PROGRAMMING, PROCEEDINGS, 2004, pp. 389-398.
[Bibtex]@INPROCEEDINGS{Tavares2004, author = {Tavares, J and Machado, P and Cardoso, A and Pereira, FB and Costa, E}, title = {On the evolution of evolutionary algorithms}, booktitle = {GENETIC PROGRAMMING, PROCEEDINGS}, year = {2004}, editor = {Keijzer, M and OReilly, UM and Lucas, SM and Costa, E and Soule, T}, volume = {3003}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {389-398}, note = {7th European Conference on Genetic Programming, Coimbra, PORTUGAL, APR 05-07, 2004}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-21346-5}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000189497300037} } - J. Tavares, F. Pereira, and E. Costa, “Evolving Golomb Rulers,” in GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS, 2004, pp. 416-417.
[Bibtex]@INPROCEEDINGS{Tavares2004b, author = {Tavares, J and Pereira, FB and Costa, E}, title = {Evolving Golomb Rulers}, booktitle = {GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS}, year = {2004}, editor = {Deb, K and Poli, R and Banzhaf, W and Beyer, HG and Burke, E and Darwen, P and Dasgupta, D and Floreano, D and Foster, O and Harman, M and Holland, O and Lanzi, PL and Spector, L and Tettamanzi, A and Thierens, D and Tyrrell, A}, volume = {3103}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {416-417}, note = {6th Annual Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, WA, JUN 26-30, 2004}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-22343-6}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000225040600051} } - J. Tavares, F. Pereira, and E. Costa, “Understanding the role of insertion and correction in the evolution of Golomb rulers,” in CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2004, pp. 69-76.
[Bibtex]@INPROCEEDINGS{Tavares2004a, author = {Tavares, J and Pereira, FB and Costa, E}, title = {Understanding the role of insertion and correction in the evolution of Golomb rulers}, booktitle = {CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2}, year = {2004}, series = {IEEE Congress on Evolutionary Computation}, pages = {69-76}, note = {Congress on Evolutionary Computation (CEC 2004), Portland, OR, JUN 19-23, 2004}, __markedentry = {[ernestojfcosta:]}, book-group-author = {IEEE}, isbn = {0-7803-8515-2}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000222818400010} }
2003
- J. Barreiros and E. Costa, “Global routing for lookup-table based FPGAs using genetic algorithms,” in FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, PROCEEDINGS, 2003, pp. 141-150.
[Bibtex]@INPROCEEDINGS{Barreiros2003, author = {Barreiros, J and Costa, E}, title = {Global routing for lookup-table based FPGAs using genetic algorithms}, booktitle = {FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, PROCEEDINGS}, year = {2003}, editor = {Cheung, PYK and Constantinides, GA and DeSousa, JT}, volume = {2778}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {141-150}, note = {13th International Conference on Field-Programmable Logic and Applications (FPL 2003), LISBON, PORTUGAL, SEP 01-03, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-40822-3}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000186329700015} } - F. B. Pereira, J. Tavares, and E. Costa, “Golomb rulers: The advantage of evolution,” in PROGRESS IN ARTIFICIAL INTELLIGENCE, 2003, pp. 29-42.
[Bibtex]@INPROCEEDINGS{Pereira2003, author = {Francisco B. Pereira and Jorge Tavares and Ernesto Costa}, title = {Golomb rulers: The advantage of evolution}, booktitle = {PROGRESS IN ARTIFICIAL INTELLIGENCE}, year = {2003}, editor = {Pires, FM and Abreu, S}, volume = {2902}, series = {LECTURE NOTES IN ARTIFICIAL INTELLIGENCE}, pages = {29-42}, note = {11th Portuguese Conference on Artificial Intelligence, BEJA, PORTUGAL, DEC 04-07, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-20589-6}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000187551600003} } - A. Silva, A. Neves, and E. Costa, “SAPPO: A simple, adaptable, predator prey optimiser,” in PROGRESS IN ARTIFICIAL INTELLIGENCE, 2003, pp. 59-73.
[Bibtex]@INPROCEEDINGS{Silva2003, author = {Arlindo Silva and Ana Neves and Ernesto Costa}, title = {SAPPO: A simple, adaptable, predator prey optimiser}, booktitle = {PROGRESS IN ARTIFICIAL INTELLIGENCE}, year = {2003}, editor = {Pires, FM and Abreu, S}, volume = {2902}, series = {LECTURE NOTES IN ARTIFICIAL INTELLIGENCE}, pages = {59-73}, note = {11th Portuguese Conference on Artificial Intelligence, BEJA, PORTUGAL, DEC 04-07, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-20589-6}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000187551600006} } - A. Simões and E. Costa, “A comparative study using genetic algorithms to deal with dynamic environments,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS, 2003, pp. 203-209.
[Bibtex]@INPROCEEDINGS{Simoes2003, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {A comparative study using genetic algorithms to deal with dynamic environments}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS}, year = {2003}, editor = {Pearson, DW and Steele, NC and Albrecht, RF}, series = {SPRINGER COMPUTER SCIENCE}, pages = {203-209}, note = {International Conference on Artificial Neural Nets and Genetic Algorithms, ROANNE, FRANCE, APR 23-25, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-00743-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000183288200037} } - A. Simões and E. Costa, “Improving the genetic algorithm’s performance when using transformation,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS, 2003, pp. 175-181.
[Bibtex]@INPROCEEDINGS{Simoes2003a, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {Improving the genetic algorithm's performance when using transformation}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS}, year = {2003}, editor = {Pearson, DW and Steele, NC and Albrecht, RF}, series = {SPRINGER COMPUTER SCIENCE}, pages = {175-181}, note = {International Conference on Artificial Neural Nets and Genetic Algorithms, ROANNE, FRANCE, APR 23-25, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-00743-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000183288200032} } - A. Simões and E. Costa, “An immune system-based genetic algorithm to deal with dynamic environments: Diversity and memory,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS, 2003, pp. 168-174.
[Bibtex]@INPROCEEDINGS{Simoes2003b, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {An immune system-based genetic algorithm to deal with dynamic environments: Diversity and memory}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, PROCEEDINGS}, year = {2003}, editor = {Pearson, DW and Steele, NC and Albrecht, RF}, series = {SPRINGER COMPUTER SCIENCE}, pages = {168-174}, note = {International Conference on Artificial Neural Nets and Genetic Algorithms, ROANNE, FRANCE, APR 23-25, 2003}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-00743-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000183288200031} }
2002
- F. B. Pereira, J. Tavares, P. Machado, and Ernesto Costa, “GVR: A New Genetic Representation for the Vehicle Routing Problem,” in Artificial Intelligence and Cognitive Science, 2002, pp. 285-320.
[Bibtex]@INPROCEEDINGS{Pereira2002, author = {Francisco B. Pereira and Jorge Tavares and Penousal Machado and Ernesto Costa}, title = {GVR: A New Genetic Representation for the Vehicle Routing Problem}, booktitle = {Artificial Intelligence and Cognitive Science}, year = {2002}, editor = {O'Neill, Michael and Sutcliffe, Richard and Ryan, Conor and Eaton, Malachy and Griffith, Niall}, volume = {2464}, series = {Lecture Notes in Computer Science}, pages = {285-320}, publisher = {Springer Berlin / Heidelberg}, note = {10.1007/3-540-45750-X_12}, affiliation = {Instituto Superior de Engenharia de Coimbra Quinta da Nora 3030 Coimbra Portugal}, doi = {10.1007/3-540-45750-X}, isbn = {978-3-540-44184-7}, keyword = {Computer Science}, url = {http://dx.doi.org/10.1007/3-540-45750-X_12} } - A. Silva, A. Silva, and E. Costa, “An empirical comparison of particle swarm and predator prey optimisation,” in Artificial Intelligence and Cognitive Science, 2002, pp. 103-110.
[Bibtex]@INPROCEEDINGS{Silva2002, author = {Arlindo Silva and Ana Silva and Ernesto Costa}, title = {An empirical comparison of particle swarm and predator prey optimisation}, booktitle = {Artificial Intelligence and Cognitive Science}, year = {2002}, editor = {Michael Oneill and R. Sutcliffe and Conor Ryan and M. Eaton and N. Griffith}, volume = {2464}, series = {LECTURE NOTES IN ARTIFICIAL INTELLIGENCE}, pages = {103-110}, note = {13th Irish Conference on Artificial Intelligence and Cognitive Science, LIMERICK, IRELAND, SEP 12-13, 2002}, __markedentry = {[ernestojfcosta:]}, doi = {10.1007/3-540-45750-X}, isbn = {3-540-44184-0}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000186905600013} }
2001
- F. B.Pereira and E. Costa, “The influence of learning in the evolution of busy beavers,” in APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2001, pp. 421-430.
[Bibtex]@INPROCEEDINGS{Pereira2001, author = {Francisco B.Pereira and Ernesto Costa }, title = {The influence of learning in the evolution of busy beavers}, booktitle = {APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS}, year = {2001}, editor = {Boers, EJW}, volume = {2037}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {421-430}, note = {EvoWorkshops 2000, COMO, ITALY, APR 18-20, 2001}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-41920-9}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000174203500044} } - H. Coelho and E. Costa, “Educacao e Sociedade da Informacao,” in Ensino Superior e Competitividade, A. Moreira and J. Barata-Moura, Eds., CNAVES, 2001, vol. II.
[Bibtex]@INCOLLECTION{Coelho2001, author = {Helder Coelho and Ernesto Costa}, title = {Educacao e Sociedade da Informacao}, booktitle = {Ensino Superior e Competitividade}, publisher = {CNAVES}, year = {2001}, editor = {Adriano Moreira and Jos{\'e} Barata-Moura}, volume = {II}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - A. Simões and E. Costa, “An evolutionary approach to the zero/one knapsack problem: Testing ideas from biology,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, 2001, pp. 236-239.
[Bibtex]@INPROCEEDINGS{Simoes2001, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {An evolutionary approach to the zero/one knapsack problem: Testing ideas from biology}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS}, year = {2001}, editor = {Kurkova, V and Steele, NC and Neruda, R and Karny, M}, series = {SPRINGER COMPUTER SCIENCE}, pages = {236-239}, note = {International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA), PRAGUE, CZECH REPUBLIC, APR 22-25, 2001}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-83651-9}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000170132600058} }
2000
- A. Cardoso, E. Costa, P. Machado, F. Pereira, and P. Gomes, “An Architecture for Hybrid Creative Reasoning,” in Soft Computing in Case-Based Reasoning, S. K. Tall, T. S. Dillon, and D. S. Yeung, Eds., Springer, 2000, pp. 147-177.
[Bibtex]@INCOLLECTION{Cardoso2000, author = {Am{\'i}lcar Cardoso and Ernesto Costa and Penousal Machado and Francisco C. Pereira and Paulo Gomes}, title = {An Architecture for Hybrid Creative Reasoning}, booktitle = {Soft Computing in Case-Based Reasoning}, publisher = {Springer}, year = {2000}, editor = {Sankar K. Tall and Tharan S. Dillon and Daniel S. Yeung}, pages = {147-177}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - F. Coutinho, J. Fonseca, J. Barreiros, and E. Costa, “Using Genetic Algorithms to Reduce Jitter in Control Variables Transmitted over CAN,” in Proceedings of ICC Ô2000, Amsterdam, The Netherlands, 2000.
[Bibtex]@INPROCEEDINGS{Coutinho2000, author = {F. Coutinho and J. Fonseca and J. Barreiros and E. Costa}, title = {Using Genetic Algorithms to Reduce Jitter in Control Variables Transmitted over CAN}, booktitle = {Proceedings of ICC Ô2000, Amsterdam, The Netherlands}, year = {2000}, owner = {ernestojfcosta}, timestamp = {2013.02.08} } - A. Silva, A. Neves, and E. Costa, “Polymorphy and hybridization in genetically programmed networks,” in Parallel Problem Solving from Nature PPSN VI, 2000, pp. 221-230.
[Bibtex]@INPROCEEDINGS{silva2000, author = {Silva, A. and Neves, A. and Costa, E.}, title = {Polymorphy and hybridization in genetically programmed networks}, booktitle = {Parallel Problem Solving from Nature PPSN VI}, year = {2000}, pages = {221--230}, organization = {Springer} }
1999
- P. Machado, F. B.Pereira, A. Cardoso, and E. Costa, “Busy Beaver – The influence of representation,” in GENETIC PROGRAMMING, 1999, pp. 29-38.
[Bibtex]@INPROCEEDINGS{Machado1999, author = {Penousal Machado and Francisco B.Pereira and Am’lcar Cardoso and Ernesto Costa }, title = {Busy Beaver - The influence of representation}, booktitle = {GENETIC PROGRAMMING}, year = {1999}, editor = {Poli, R and Nordin, P and Langdon, WB and Fogarty, TC}, volume = {1598}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {29-38}, note = {2nd European Workshop on Genetic Programming (EuroGP 99), GOTHENBURG, SWEDEN, MAY 26-27, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-65899-8}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000086779000003} } - A. Neves, A. Silva, and E. Costa, “Evolutionary path planning for nonholonomic robots,” in GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1999, pp. 466-472.
[Bibtex]@INPROCEEDINGS{Neves1999, author = {Ana Neves and Arlindo Silva and Ernesto Costa }, title = {Evolutionary path planning for nonholonomic robots}, booktitle = {GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE}, year = {1999}, editor = {Banzhaf, W and Daida, J and Eiben, AE and Garzon, MH and Honavar, V and Jakiela, M and Smith, RE}, pages = {466-472}, note = {Genetic and Evolutionary Computation Conference (GECCO-99) at the 8th International Conference on Genetic Algorithms/4th Annual Genetic Programming Conference, ORLANDO, FL, JUL 13-17, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {1-55860-611-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000165164700060} } - F. B. Pereira, P. Machado, E. Costa, and Am’lcar Cardoso, “Graph based crossover – A case study with the busy beaver problem,” in GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1999, pp. 1149-1155.
[Bibtex]@INPROCEEDINGS{Pereira1999, author = {Francisco B. Pereira and Penousal Machado and Ernesto Costa and Am’lcar Cardoso}, title = {Graph based crossover - A case study with the busy beaver problem}, booktitle = {GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE}, year = {1999}, editor = {Banzhaf, W and Daida, J and Eiben, AE and Garzon, MH and Honavar, V and Jakiela, M and Smith, RE}, pages = {1149-1155}, note = {Genetic and Evolutionary Computation Conference (GECCO-99) at the 8th International Conference on Genetic Algorithms/4th Annual Genetic Programming Conference, ORLANDO, FL, JUL 13-17, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {1-55860-611-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000165164700194} } - A. Silva, A. Neves, and E. Costa, “Genetically programming networks to evolve memory mechanisms,” in GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1999, p. 1448.
[Bibtex]@INPROCEEDINGS{Silva1999, author = {Arlindo Silva and Ana Neves and Ernesto Costa}, title = {Genetically programming networks to evolve memory mechanisms}, booktitle = {GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE}, year = {1999}, editor = {Banzhaf, W and Daida, J and Eiben, AE and Garzon, MH and Honavar, V and Jakiela, M and Smith, RE}, pages = {1448}, note = {Genetic and Evolutionary Computation Conference (GECCO-99) at the 8th International Conference on Genetic Algorithms/4th Annual Genetic Programming Conference, ORLANDO, FL, JUL 13-17, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {1-55860-611-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000165164700251} } - A. Silva, A. Neves, and E. Costa, “Evolving controllers for autonomous agents using Genetically Programmed Networks,” in GENETIC PROGRAMMING, 1999, pp. 255-269.
[Bibtex]@INPROCEEDINGS{Silva1999a, author = {Arlindo Silva and Ana Neves and Ernesto Costa}, title = {Evolving controllers for autonomous agents using Genetically Programmed Networks}, booktitle = {GENETIC PROGRAMMING}, year = {1999}, editor = {Poli, R and Nordin, P and Langdon, WB and Fogarty, TC}, volume = {1598}, series = {LECTURE NOTES IN COMPUTER SCIENCE}, pages = {255-269}, note = {2nd European Workshop on Genetic Programming (EuroGP 99), GOTHENBURG, SWEDEN, MAY 26-27, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {3-540-65899-8}, issn = {0302-9743}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000086779000022} } - A. Simões and E. Costa, “Transposition versus crossover: An empirical study,” in GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1999, pp. 612-619.
[Bibtex]@INPROCEEDINGS{Simoes1999, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {Transposition versus crossover: An empirical study}, booktitle = {GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE}, year = {1999}, editor = {Banzhaf, W and Daida, J and Eiben, AE and Garzon, MH and Honavar, V and Jakiela, M and Smith, RE}, pages = {612-619}, note = {Genetic and Evolutionary Computation Conference (GECCO-99) at the 8th International Conference on Genetic Algorithms/4th Annual Genetic Programming Conference, ORLANDO, FL, JUL 13-17, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {1-55860-611-4}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000165164700079} } - A. Simões and E. Costa, “Transposition: A biological-inspired mechanism to use with genetic algorithms,” in Artificial Neural Nets and Genetic Algorithms, 1999, pp. 178-186.
[Bibtex]@INPROCEEDINGS{Simoes1999a, author = { Anabela Sim{\~o}es and Ernesto Costa}, title = {Transposition: A biological-inspired mechanism to use with genetic algorithms}, booktitle = {Artificial Neural Nets and Genetic Algorithms}, year = {1999}, editor = {Dobnikar, A and Steele, NC and Pearson, DW and Albrecht, RF}, pages = {178-186}, note = {International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA 99), PORTOROZ, SLOVENIA, APR 06-09, 1999}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-83364-1}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:000084220700031} }
1998
- J. L. Ferreira and E. Costa, “Planning and Learning: put the learner in the loop,” in Proceedings of the Brazilian Symposium on Artificial Intelligence – SBIA’1998, 1998.
[Bibtex]@INPROCEEDINGS{Ferreira1998, author = {Jos{\'e} Lu{\'\i}s Ferreira and Ernesto Costa}, title = {Planning and Learning: put the learner in the loop}, booktitle = {Proceedings of the Brazilian Symposium on Artificial Intelligence - SBIA'1998}, year = {1998}, date-added = {2010-11-28 23:27:54 +0000}, date-modified = {2010-11-28 23:29:12 +0000}, owner = {ernestojfcosta} }
1995
- B. Ribeiro, E. Costa, and A. Dourado, “Lime kiln fault detection and diagnosis by neural networks,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, 1995, pp. 112-115.
[Bibtex]@INPROCEEDINGS{Ribeiro1995a, author = {Bernardete Ribeiro and Ernesto Costa and Ant{\—}nio Dourado}, title = {Lime kiln fault detection and diagnosis by neural networks}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS}, year = {1995}, editor = {Pearson, DW and Steele, NC and Albrecht, RF}, pages = {112-115}, note = {International Conference on Artificial Neural Nets and Genetic Algorithms, ALES, FRANCE, 1995}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-82692-0}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:A1995BE73Z00030} } - B. Ribeiro, A. Dourado, and C. Ernesto, “Industrial kiln multivariable control: MNN and RBFNN approaches,” in ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, 1995, pp. 408-411.
[Bibtex]@INPROCEEDINGS{Ribeiro1995, author = {Bernardete Ribeiro and Ant{\'o}nio Dourado and Costa Ernesto}, title = {Industrial kiln multivariable control: MNN and RBFNN approaches}, booktitle = {ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS}, year = {1995}, editor = {Pearson, DW and Steele, NC and Albrecht, RF}, pages = {408-411}, note = {International Conference on Artificial Neural Nets and Genetic Algorithms, ALES, FRANCE, 1995}, __markedentry = {[ernestojfcosta:]}, isbn = {3-211-82692-0}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:A1995BE73Z00105} }
1994
- C. Bento and E. Costa, “A Similarity Metric for Retrieval of Cases Imperfectly Explained,” in Tpics in Case-Based Reasoning, S.Wess, K. Althoff, and M. Richter, Eds., Springer, 1994.
[Bibtex]@INCOLLECTION{Bento1994, author = {Caros Bento and Erenesto Costa}, title = {A Similarity Metric for Retrieval of Cases Imperfectly Explained}, booktitle = {Tpics in Case-Based Reasoning}, publisher = {Springer}, year = {1994}, editor = {S.Wess and K. Althoff and M. Richter}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - C. Bento, J. Exposto, V. Francisco, and E. Costa, “Empirical Study of an Evaluation Function for Cases Imperfectly Explained,” in Second European Workshop on Case-Based Reasoning (EWCBR-94), 1994.
[Bibtex]@INPROCEEDINGS{Bento1994a, author = {C. Bento and J. Exposto and V. Francisco and E. Costa}, title = {Empirical Study of an Evaluation Function for Cases Imperfectly Explained}, booktitle = {Second European Workshop on Case-Based Reasoning (EWCBR-94)}, year = {1994}, owner = {ernestojfcosta}, timestamp = {2012.02.02} } - E. Costa, G. Gaspar, and H. Coelho, “A formal approach to ILEs: a first tentative,” in Student modelling: the key to individualized knowledge-based instructron, J. Greer and G. McCalla, Eds., Springer, 1994, pp. 281-294.
[Bibtex]@INCOLLECTION{Costa1994, author = {Ernesto Costa and Graca Gaspar and Helder Coelho}, title = {A formal approach to ILEs: a first tentative}, booktitle = {Student modelling: the key to individualized knowledge-based instructron}, publisher = {Springer}, year = {1994}, editor = {J. Greer and G. McCalla}, pages = {281-294}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - E. Silva, M. Costa, A. Fraz~ao, V. Moreira, and E. Costa, “SPAC: an expertr system loan anaylisis decison system,” in Moving Toward Expert Systems Globally in the 21st century, 1994, pp. 598-606.
[Bibtex]@INPROCEEDINGS{SILVA1994, author = {E Silva and M Costa and A Fraz{\~a}o and V Moreira and E Costa}, title = {SPAC: an expertr system loan anaylisis decison system}, booktitle = {Moving Toward Expert Systems Globally in the 21st century}, year = {1994}, editor = {Liebowitz, J}, pages = {598-606}, note = {2nd World Congress on Expert Systems - Moving Towards Expert Systems Globally in the 21st-Century, LISBON, PORTUGAL, JAN 10-14, 1994}, __markedentry = {[ernestojfcosta:]}, isbn = {1-882345-00-2}, owner = {ernestojfcosta}, timestamp = {2012.01.26}, unique-id = {ISI:A1994BB75L00086} }
1993
- J. L. Ferreira, J. Correia, T. Jamet, and E. Costa, “An aplication of machine learning in the domain of loan analysis,” in European Conference on Machine Learning – ECML1993, 1993.
[Bibtex]@INPROCEEDINGS{Ferreira1993, author = {Jos{\'e} Lu{\'\i}s Ferreira and Joaquim Correia and Thomas Jamet and Ernesto Costa}, title = {An aplication of machine learning in the domain of loan analysis}, booktitle = {European Conference on Machine Learning - ECML1993}, year = {1993}, date-added = {2010-11-28 23:32:56 +0000}, date-modified = {2010-11-28 23:34:18 +0000}, owner = {ernestojfcosta} } - J. L. Ferreira and E. Costa, “Learning operators while learning,” in Proceedings of the Portuguese Conference on Artificial Intelligence, 1993.
[Bibtex]@INPROCEEDINGS{Ferreira1993a, author = {Jos{\'e} Lu{\'\i}s Ferreira and Ernesto Costa}, title = {Learning operators while learning}, booktitle = {Proceedings of the Portuguese Conference on Artificial Intelligence}, year = {1993}, date-added = {2010-11-28 23:30:58 +0000}, date-modified = {2010-11-28 23:32:48 +0000}, owner = {ernestojfcosta} }
1992
- E. Costa, “The present and future of Intelligent Tutoring Systems,” in New directions in educational technology, E. Scainleen and T. O’Shea, Eds., Springer, 1992, pp. 97-106.
[Bibtex]@INCOLLECTION{Costa1992a, author = {Ernesto Costa}, title = {The present and future of Intelligent Tutoring Systems}, booktitle = {New directions in educational technology}, publisher = {Springer}, year = {1992}, editor = {E. Scainleen and T. O'Shea}, pages = {97-106}, owner = {ernestojfcosta}, timestamp = {2012.01.30} } - P. Urbano and E. Costa, “Explanation-Based Learning and Intelligent Tutoring Systems,,” in New Directions for Intelligent Tutoring Systems, E. Costa, Ed., Springer, 1992, pp. 91-106.
[Bibtex]@INCOLLECTION{Urbano1992, author = {Paulo Urbano and Ernesto Costa}, title = {Explanation-Based Learning and Intelligent Tutoring Systems,}, booktitle = {New Directions for Intelligent Tutoring Systems}, publisher = {Springer}, year = {1992}, editor = {Ernesto Costa}, pages = {91-106}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
1987
- E. Costa, S. Duchénoy, and Y. Kodratoff, “A resolution based method for discovering students’ misconceptions,” , J. Self, Ed., Chapman and Hall, 1987, pp. 156-164.
[Bibtex]@INBOOK{Costa1987a, chapter = {9}, pages = {156-164}, title = {A resolution based method for discovering students' misconceptions}, publisher = {Chapman and Hall}, year = {1987}, editor = {John Self}, author = {Ernesto Costa and Sylvie Duch{\'e}noy and Yves Kodratoff}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
1986
- N. Azibi, Y. Kodratoff, and E. Costa, “Méthode de Transformation de programmes Burstall-Darlington appliqué à la programmation logique,” in Jopurnées Francophones de Programmation Logique par Contraintes, 1986.
[Bibtex]@INPROCEEDINGS{Azibi1986, author = {Nadia Azibi and Yves Kodratoff and Ernesto Costa}, title = {M{\'e}thode de Transformation de programmes Burstall-Darlington appliqu{\'e} {\`a} la programmation logique}, booktitle = {Jopurn{\'e}es Francophones de Programmation Logique par Contraintes}, year = {1986}, date-added = {2010-11-28 23:35:57 +0000}, date-modified = {2010-11-28 23:37:57 +0000}, owner = {ernestojfcosta} }
1985
- E. Costa, “Study and implementation of an automatic system for recursive programs transformation (in portuguese),” PhD Thesis, 1985.
[Bibtex]@PHDTHESIS{Costa1985, author = {Ernesto Costa}, title = {Study and implementation of an automatic system for recursive programs transformation (in portuguese)}, school = {Universidade de Coimbra, Coimbra (Portugal)}, year = {1985}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
1982
- E. Costa, “Weakly commuting term rewriting systems: application to automatic recursion removal,” in Proceedings of the European Conference on Artificial Intelligence, 1982.
[Bibtex]@INPROCEEDINGS{Costa1982, author = {Ernesto Costa}, title = {Weakly commuting term rewriting systems: application to automatic recursion removal}, booktitle = {Proceedings of the European Conference on Artificial Intelligence}, year = {1982}, date-added = {2010-11-28 23:34:26 +0000}, date-modified = {2010-11-28 23:35:49 +0000}, owner = {ernestojfcosta} }
1981
- E. Costa, “Dérécursivation automatique en utlisant des systèmes de réécriture de termes,” PhD Thesis, 1981.
[Bibtex]@PHDTHESIS{Costa1981, author = {Ernesto Costa}, title = {D{\'e}r{\'e}cursivation automatique en utlisant des syst{\`e}mes de r{\'e}{\'e}criture de termes}, school = {Universit{\'e} Pierre et Marie Curie, Paris (France)}, year = {1981}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }
1979
- E. Costa, “Des méthodes de transformation de programmes,” Master Thesis, 1979.
[Bibtex]@MASTERSTHESIS{Costa1979, author = {Ernesto Costa}, title = {Des m{\'e}thodes de transformation de programmes}, school = {Universit{\'e} Pierre et Marie Curie, Paris (France)}, year = {1979}, owner = {ernestojfcosta}, timestamp = {2012.01.30} }