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TitleThe halt condition in genetic programming
Author(s)Neves, José
Machado, José Manuel
Analide, César
Abelha, António
Brito, Luís
KeywordsComputational creativity
Extended logic programming
Conceptual blending theory
Genetic or evolutionary programming
Issue date2007
JournalLecture Notes in Computer Science
Abstract(s)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.
TypeConference paper
Publisher version
AccessRestricted access (UMinho)
Appears in Collections:DI/CCTC - Livros e Capítulos de livros

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