Elitism in agent-based evolutionary multiobjective optimization
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| Format: | Artículo científico |
| Language: | en |
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Asociación Española para la Inteligencia Artificial
2005
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| _version_ | 1876478587391967232 |
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| author | Leszek Siwik |
| author_facet | Leszek Siwik |
| contents | Elitism in agent-based evolutionary multiobjective optimization Leszek Siwik Marek Kisiel Dorohinicki Ingeniería agent systems evolutionary multi multiobjective optimization elitist evolutionary algorithms This work introduces a new evolutionary approach to solving the problems of multiobjective optimization. Novelty ofthe proposed method consists in the application of an evolutionary multi-agent system equipped with the mechanism(s)of elitism, instead of its classical (non-elitist) version. In the paper the model of an elitist evolutionary multi-agentsystem is described together with its sample realization, and preliminary experimental results 2005 artículo científico 1137-3601 https://www.redalyc.org/articulo.oa?id=92592805 en http://www.redalyc.org/revista.oa?id=925 Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial application/pdf Asociación Española para la Inteligencia Artificial Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial (España) Num.28 Vol.9 |
| format | Artículo científico |
| id | redalyc_92592805 |
| institution | Redalyc |
| language | en |
| publishDate | 2005 |
| publisher | Asociación Española para la Inteligencia Artificial |
| spellingShingle | Elitism in agent-based evolutionary multiobjective optimization Leszek Siwik Ingeniería agent systems evolutionary multi multiobjective optimization elitist evolutionary algorithms Elitism in agent-based evolutionary multiobjective optimization Leszek Siwik Marek Kisiel Dorohinicki Ingeniería agent systems evolutionary multi multiobjective optimization elitist evolutionary algorithms This work introduces a new evolutionary approach to solving the problems of multiobjective optimization. Novelty ofthe proposed method consists in the application of an evolutionary multi-agent system equipped with the mechanism(s)of elitism, instead of its classical (non-elitist) version. In the paper the model of an elitist evolutionary multi-agentsystem is described together with its sample realization, and preliminary experimental results 2005 artículo científico 1137-3601 https://www.redalyc.org/articulo.oa?id=92592805 en http://www.redalyc.org/revista.oa?id=925 Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial application/pdf Asociación Española para la Inteligencia Artificial Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial (España) Num.28 Vol.9 |
| title | Elitism in agent-based evolutionary multiobjective optimization |
| topic | Ingeniería agent systems evolutionary multi multiobjective optimization elitist evolutionary algorithms |
| url | https://www.redalyc.org/articulo.oa?id=92592805 |