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Research on parallel partheno genetic algorithm based on the immune programming

Authors :
XING Xiao-shuai
HUO Bing-peng
Source :
Tongxin xuebao, Pp 99-104 (2007)
Publication Year :
2007
Publisher :
Editorial Department of Journal on Communications, 2007.

Abstract

A novel algorithm parallel partheno genetic algorithm based on the immune programming(IPPPGA) was proposed,the algorithm analogies to the concept and theory of immunity in biotic science and unifies the parallel compu-tation thought,after analyzing the advantages and disadvantages of the partheno genetic algorithm.The theory analysis and experimental results show that the algorithm not only effectively keeps population diversity,but also alleviates the undulate phenomenon in evolutionary latter stages,meanwhile increases the convergent speed and computational effi-ciency greatly.

Details

Language :
Chinese
ISSN :
1000436X
Database :
Directory of Open Access Journals
Journal :
Tongxin xuebao
Publication Type :
Academic Journal
Accession number :
edsdoj.6da8cda296b342b8a098befb45debd29
Document Type :
article