An agent based approach for the implementation of cooperative proactive S-Metaheuristics
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- 作者：Mailyn Morenoa ; my@ceis.cujae.edu.cu" class="auth_mail" title="E-mail the corresponding author ; Alejandro Rosetea ; rosete@ceis.cujae.edu.cu" class="auth_mail" title="E-mail the corresponding author ; Juan Pavó ; nb ; jpavon@fdi.ucm.es" class="auth_mail" title="E-mail the corresponding author
- 关键词：Metaheuristics ; Agents ; Proactivity ; Cooperation ; Local search ; Threshold accepting ; Great deluge algorithm ; Record-to-record travel ; Fitness distance correlation
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：30 November 2016
- 年：2016
- 卷：63
- 期：Complete
- 页码：344-374
- 全文大小：1900 K
文摘
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This paper introduces several cooperative proactive S-Metaheuristics.
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The proposal is based on two characteristics of agents: proactivity and cooperation.
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Proactive S-Metaheuristics avoid local optima by adjusting parameters and operators.
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Simple forms of cooperation are used to combine proactive metaheuristics.
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The experiments consider binary problems, knapsack and travelling salesman problems.