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《Computer Applications and Software》 2009-11
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GENETIC ALGORITHM OF BEE DUAL POPULATION EVOLUTION BASED ON CHAOS

Lu Xueyan1,2 Zhong Jianmin1,31(College of Mathematic and Computer Science,Guangxi University for Nationalities,Nanning 530006,Guangxi,China)2(Department of Computer and Electronic Information Engineering,Wuzhou University,Wuzhou 543002,Guangxi,China)3(Department of Electronic Information and Engineering,Guangxi Shipping School,Nanning 530007,Guangxi,China)  
By the use of properties of ergodicity,randomicity and regularity of chaos motion,genetic algorithm of bee dual population evolution based on chaos is proposed.On the basis of genetic algorithm based on bee dual population evolution,the algorithm adopts chaos optimization to improve species' initial quality and utilizes the annealing chaotic mutation operator to replace the standard mutation operator in order to avoid the search being trapped in local optimum.The experiment result shows that the improved algorithm computes fast with good convergence quality and has obvious advantages over the standard GA in optimization outcomes.
【Fund】: 广西区研究生教育创新计划项目(2008106080701M368);; 梧州学院教育科学基金项目(wygj2009B005)
【CateGory Index】: TP18
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【Citations】
Chinese Journal Full-text Database 4 Hits
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