生態学的手法を用いたマルチエージェントシステムの解析に関する研究

• 伍賀 正典

  神戸大学大学院自然科学研究科

• 大倉 和博

  広島大学大学院工学研究科

書誌事項

タイトル別名

• The Analysis of Multi-Agent Systems using the Ecological Method
• セイタイガクテキ シュホウ オ モチイタ マルチエージェント システム ノ カイセキ ニ カンスル ケンキュウ

抄録

An evolutionary Multi-Agent System is discussed as an autonomous decentralized system in which each agent is capable of adapting to its embodied environment by means of artificial evolution. This type of system is a promising approach to adaptive system design, although it is undoubtedly difficult to analyze what they are doing or how they interact with each other to achieve a given task. Moreover, it is also difficult to understand how they evolved their function. In this paper, the ecological method is experimentally applied to a multi-agent system to analyze the system dynamics. A food collecting problem is selected to illustrate how to use the ecological method to grasp characteristics of agents in a Multi-Agent System. After the consideration of the analytical results, we succeeded in improving the performance of the system. This proves that the ecological method for natural systems can effectively be applied to multi-agent systems.

収録刊行物

• システム制御情報学会論文誌

  システム制御情報学会論文誌 20 (5), 216-223, 2007

  一般社団法人 システム制御情報学会

キーワード

• multi-agent system
• evolutionary algorithms
• ecology

詳細情報

• CRID: 1390001205166456448
• NII論文ID: 10019707531
• NII書誌ID: AN1013280X
• DOI: 10.5687/iscie.20.216
• ISSN: 2185811X
• ISSN: 13425668
• NDL書誌ID: 8726365
• Web Site: http://id.ndl.go.jp/bib/8726365
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I8726365
• 本文言語コード: ja
• データソース種別:
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• 抄録ライセンスフラグ: 使用不可