Art

J-GLOBAL ID：200902264200770853   Reference number：09A0063919

Proposal and Evaluation of Functionally Specialized CMA-ES

機能分担CMA-ESの提案と評価

Author (4)： AKIMOTO YOHEI (東京工業大学大学院) ,  SAKUMA JUN (東京工業大学大学院) ,  ONO ISAO (東京工業大学大学院) ,  KOBAYASHI SHIGENOBU (東京工業大学大学院)
Material： 人工知能学会論文誌(Web)  (TJSAI (Web))
Volume： 24  Issue： 1  Page： 58-68 (J-STAGE)  Publication year： 2009 
JST Material Number： U0128A  ISSN： 1346-8030  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *evolutionary computation ,  *search problem ,  covariance(statistics) ,  parameterization ,  hybrid system ,  *local search method ,  function(mathematics) ,  population(ecology)
Semi thesaurus term： 共変行列 ,  *local search ,  multimodal function ,  adaptation

JST classification (2)： Artificial intelligence  (JE08000Z) ,  Other methods of operations research  (KA03070E)

Reference (16)：

• [Auger 05a] Auger, A. and Hansen, N.: Performance Evaluation of an Advanced Local Search Evolutionary Algorithm, in Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, pp. 1777--1784 (2005)
• [Auger 05b] Auger, A. and Hansen, N.: A Restart CMA Evolution Strategy With Increasing Population Size, in Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, pp. 1768--1776 (2005)
• [Bäck 91] Bäck, T., Hoffmeister, F., and Schwefel, H. P.: A Survey of Evolution Strategies, in Proceedings of the Sixth International Conference on Genetic Algorithms, pp. 2--9, San Diego (1991), Morgan Kaufmann Publishers
• [Bäck 93] Bäck, T. and Schwefel, H.: An Overview of Evolutionary Algorithms for Parameter Optimization}, Evolutionary Computation, Vol. 1, No. 1, pp. 1--23 (1993)
• [Hansen 96] Hansen, N. and Ostermeier, A.: Adapting arbitrary normal mutation distributions in evolution strategies: The covariance matrix adaptation, in Proceedings of the IEEE Congress on Evolutionary Computation, CEC 1996, pp. 312--317 (1996)

Terms in the title (3)： 機能分担 ,  提案 ,  評価