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Agent coalition in the realization of genetic algorithms

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成果類型:
期刊論文、會議論文
作者:
Hu, Juan;Tu, Li;Yan, Quanfeng
通訊作者:
Tu, L.(tulip1907@163.com)
作者機構:
[Hu, Juan] Hunan Inst Sci & Technol, Inst Comp, Yueyang, Hunan, Peoples R China.
[Tu, Li] Hunan City Univ, Dept Comp Sci, Yiyang, Hunan, Peoples R China.
[Yan, Quanfeng] Inst Comp Hunan Inst Sci & Technol, Hunan, Peoples R China.
語種:
英文
關鍵詞:
Agent coalition;Genetic algorithm;Coalition formation
期刊:
FRONTIERS OF GREEN BUILDING, MATERIALS AND CIVIL ENGINEERING, PTS 1-8
ISSN:
1660-9336
年:
2011
卷:
71-78
頁碼:
4333-4336
會議名稱:
2011 International Conference on Green Building, Materials and Civil Engineering, GBMCE 2011
會議論文集名稱:
Applied Mechanics and Materials
會議時間:
August 22, 2011 - August 23, 2011
會議地點:
Shangri-La, China
會議主辦單位:
(1) Institute of Computer Hunan Institute of Science and Technology, Yueyang, Hunan, China; (2) Department of Computer Science, Hunan City University, Yiyang, Hunan, China
會議贊助商:
Control Engineering and Information Science Research Association;Int. Front. Sci. Technol. Res. Assoc.;Trans Tech Publications;Chongqing Xueya Conferences Catering Co.,Ltd
主編:
Sun, D Sung, WP Chen, R
出版者:
Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany
機構署名:
本校為其他機構
院系歸屬:
信息與電子工程學院
摘要:
Coalition formation of the Multi-Agent System is a key issue, mainly focuses on how Multi-Agent System dynamically generate optimal task-oriented Agent Coalition. This article will discusses the formation of Agent coalition applying genetic algorithm to the formation of Agent coalition, Experimental results show that the genetic algorithm can quickly and efficiently identify Agent coalition. Furthermore the performance and convergence rate are better than correlation algorithm.

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