The Halt Condition in Genetic Programming

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@InProceedings{conf/epia/NevesMAAB07,

• author = "Jose Neves and Jose Machado and Cesar Analide and Antonio Abelha and Luis Brito",
• title = "The Halt Condition in Genetic Programming",
• booktitle = "Progress in Artificial Intelligence, 13th Portuguese Conference on Aritficial Intelligence, {EPIA} 2007, Workshops: {GAIW}, {AIASTS}, {ALEA}, {AMITA}, {BAOSW}",
• year = "2007",
• editor = "Jos{\'e} Neves and Manuel Filipe Santos and Jos{\'e} Machado",
• volume = "4874",
• series = "Lecture Notes in Computer Science",
• pages = "160--169",
• address = "Guimaraes, Portugal",
• month = dec # " 3-7",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, Computational Creativity, Genetic or Evolutionary Programming, Extended Logic Programming, Quality-of-Information, Conceptual Blending Theory",
• isbn13 = "978-3-540-77000-8",
• DOI = "doi:10.1007/978-3-540-77002-2_14",
• size = "10 pages",
• abstract = "In this paper we address the role of divergence and convergence in creative processes, and argue about the need to consider them in Computational Creativity research in the Genetic or Evolutionary Programming paradigm, being one's goal the problem of the Halt Condition in Genetic Programming. Here the candidate solutions are seen as evolutionary logic programs or theories, being the test whether a solution is optimal based on a measure of the quality-of-information carried out by those logical theories or programs. Furthermore, we present Conceptual Blending Theory as being a promising framework for implementing convergence methods within creativity programs, in terms of the logic programming framework.",
• notes = "logic program for reservoir water quality prediction. 'fill in missing data'",
• bibdate = "2007-11-20",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/epia/epia2007w.html#NevesMAAB07",

}

Genetic Programming entries for Jose Carlos Ferreira Maia Neves Jose Manuel Ferreira Machado Cesar Analide Antonio Carlos da Silva Abelha Luis Brito

Citations