A model of co-evolution in multi-agent system

被引:0
作者
Drezewski, R [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Comp Sci, Krakow, Poland
来源
MULTI-AGENT SYSTEMS AND APPLICATIONS III, PROCEEDINGS | 2003年 / 2691卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Co-evolutionary techniques are aimed at overcoming limited adaptive capacity of evolutionary algorithms resulting from the loss of useful diversity of population. In this paper the idea of co-evolutionary multi-agent system (CoEMAS) is introduced. In such a system two or more species of agents co-evolve in order to solve given problem. Also, the formal model of CoEMAS and the results from runs of CoEMAS applied to multi-modal function optimization are presented.
引用
收藏
页码:314 / 323
页数:10
相关论文
共 15 条
  • [1] ANGELINE PJ, 1993, P 5 INT C GEN ALG
  • [2] [Anonymous], 1995, THESIS CITESEER
  • [3] CETNAROWICZ E, 1997, P MAN CONTR PROD LOG
  • [4] Cetnarowicz K, 1996, APPL EVOLUTION PROCE
  • [5] DARWEN PJ, 1995, LECT NOTES COMPUTER, V956
  • [6] GOLDBERG DE, 1987, P 2 INT C GEN ALG HI
  • [7] GOLDBERG DE, 1997, 97007 ILLIGAL U ILL
  • [8] HAYNES T, 1995, IJCAI 95 WORKSH AD L
  • [9] Haynes T., 1997, ADAPTIVE BEHAV
  • [10] Kisiel-Dorohinicki M, 2002, LECT NOTES COMPUT SC, V2540, P253