A co-evolutionary algorithm integrated with immune multi-agent

被引：0

作者：

Ma, Jianhong ^{[1
]}

Zhang, Han ^{[1
]}

He, Baofeng ^{[2
]}

机构：

[1] Zhengzhou Univ, Software Technol Sch, Zhengzhou 450002, Peoples R China

[2] Zhengzhou Univ, Sias Int Univ, Dept Comp Sci, Zhengzhou 451150, Peoples R China

来源：

PROCEEDINGS OF THE 2015 JOINT INTERNATIONAL MECHANICAL, ELECTRONIC AND INFORMATION TECHNOLOGY CONFERENCE (JIMET 2015) | 2015年 / 10卷

关键词：

immune; co-evolution; evolutionary algorithm; multi-agent; affinity;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper we present a co-evolutionary algorithm integrated with immune multi-agent based on analyzing the lack of the immune evolutionary algorithms and co-evolutionary algorithm. First, antibody deputies are generated through the competition among populations and within populations sort and based on the calculation target of antibody information entropy and affinity, then the algorithm searches the optimal solution is implemented through affinity maturation and Gene library update evolution. The simulation results show that the algorithm has a good search capability of the optimal solution, calculation accuracy and convergence rate is superior to the traditional algorithm.

引用

页码：458 / 464

页数：7

共 10 条

[1]

Careri F., 2010, Power and Energy Society General Meeting, 2010 IEEE, P1

[2] Analyzing oligopolistic electricity market using coevolutionary computation [J].

Chen, H ;

Wong, KP ;

Nguyen, DHM ;

Chung, CY .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) :143-152

[3]

[董红斌 Dong Hongbin], 2008, [计算机研究与发展, Journal of Computer Research and Development], V45, P454

[4]

Guo Zhongquan, 2012, Computer Engineering and Applications, V48, P17, DOI 10.3778/j.issn.1002-8331.2012.14.005

[5]

Liu Xiaoyong, 2012, Computer Engineering and Applications, V48, P51, DOI 10.3778/j.issn.1002-8331.2012.08.015

[6]

Liu Xing-bao, 2010, Journal of Xidian University, V37, P971, DOI 10.3969/j.issn.1001-2400.2010.05.034

[7] M-elite coevolutionary algorithm for numerical optimization [J].

Mu, Cai-Hong ;

Jiao, Li-Cheng ;

Liu, Yi .

Ruan Jian Xue Bao/Journal of Software, 2009, 20 (11) :2925-2938

[8]

[倪长健 Ni Changjian], 2003, [西南交通大学学报, Journal of Southwest Jiaotong University], V38, P87

[9]

Wang Lei, 2002, P IEEE 5 INT C SIGN

[10]

[张运凯 Zhang Yunkai], 2004, [计算机工程, Computer Engineering], V30, P38

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