Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/11835
Título: | Handling incomplete information in an evolutionary environment |
Autor(es): | Ribeiro, Jorge Manuel Ferreira Barbosa Neves, José Machado, José Manuel Abelha, António Fernández-Delgado, Manuel |
Data: | 2010 |
Editora: | IEEE |
Citação: | IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, Barcelona, 2010 – “Evolutionary Computation : proceedings of the 2010 IEEE Congress on Evolutionary Computation.” [Barcelona] : IEEE Xplore, 2010. ISBN 978-1-4244-6909-3. |
Resumo(s): | In this paper we address the role of modelling creativity in Artificial Intelligence using a Genetic or Evolutionary paradigm approach, and the Knowledge Representation of the universe of discourse using Extended Logic Programming paradigm to handle with incomplete information in evolutionary environments. We present a new computational model approach for the creation of evolutive systems that materializes the knowledge representation and symbolic reasoning mechanisms. Using the evolutionary programming paradigm, 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. From the point of view of the process, the quantification of the universe of discourse optimized along the time, will permit the achievement of the best mathematical logical theory (given in terms of logic programs) and consequently the best modulation of the system to solve a particular problem. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/11835 |
ISBN: | 9781424469109 |
DOI: | 10.1109/CEC.2010.5586079 |
Versão da editora: | http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5573635 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: | DI/CCTC - Artigos (papers) |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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40-Barcelona-WCCI-v3.pdf Acesso restrito! | 788 kB | Adobe PDF | Ver/Abrir |