基于均方差值调节的多目标权重系数GA算法

CORC > 集美大学

	基于均方差值调节的多目标权重系数GA算法
	余元辉
刊名	http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=syhy200804016&dbcode=CJFQ&dbname=CJFQ2008
	2012-06-05 ; 2012-06-05
关键词	遗传算法(GA) 多目标优化权重和 Pareto最优解 genetic algorithm(GA) multi-objective optimization weight sum Pareto optimal solution TP18
其他题名	Multi-Objective Weight Coefficient Genetic Algorithm Based on Averge Variance Value Adjustment
中文摘要	提出一种改进的权重系数调节算法求解多目标Pareto最优解问题.该算法采用均方差值自适应权重调节法对各目标函数权值进行有效调节,从而提高了GA所得最终种群在多目标最优意义下具有分散性.最后通过实验优化一组测试函数来评价该算法的性能,结果表明:该算法具有很强的寻优能力,相比于其它同类算法可以更好地解决多目标优化问题.; This paper proposes a improved weight coefficient adjustment algorithm to solve Multi-objective Pareto optimal solution problem,the algorithm uses the method of average variance value adapting weight coefficient to adjust the weight of every objective function,so that it enhances the dispersion of GA goal population in the sense of multi-objective optimization.Finally a set of experiments has been implemented to evaluate the performance of this algorithm by optimizing a group of test function set.The results show that this algorithm has the powerful ability of searching optimal,and compared with other multi-objective optimization algorithms,the new algorithm can perform better in solving multi-objective optimization problems.; 【作者单位】集美大学计算机工程学院,集美大学计算机应用技术研究所；【作者英文名】YU Yuan-hui(School of Computer Engineering,Computer Applying Technology Institution,Jimei University,Xiamen 361021,China)
语种	中文
内容类型	期刊论文
源URL	[http://ir.calis.edu.cn/hdl/235041/14775]
专题	集美大学
推荐引用方式 GB/T 7714	余元辉. 基于均方差值调节的多目标权重系数GA算法[J]. http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=syhy200804016&dbcode=CJFQ&dbname=CJFQ2008,2012, 2012.
APA	余元辉.(2012).基于均方差值调节的多目标权重系数GA算法.http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=syhy200804016&dbcode=CJFQ&dbname=CJFQ2008.
MLA	余元辉."基于均方差值调节的多目标权重系数GA算法".http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=syhy200804016&dbcode=CJFQ&dbname=CJFQ2008 (2012).