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求解平衡运输问题的改进遗传算法

An Improved Genetic Algorithm for Balanced Transportation Problem
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摘要 采用改进遗传算法求解平衡运输问题,针对平衡运输问题及其数学模型,应用改进的选择算子、交叉算子、变异算子和自适应交叉概率与变异概率等遗传算法机制,通过实例表明,该算法在求解平衡运输问题上的优越性. The balanced transportation problem was solved with an improved genetic algorithm.In the light of the balanced transportation problem and its mathematical model,the genetic algorithm mechanism,including improved selection operator,crossover operator,mutation operator and adaptive crossover probability,and mutation probability,was used.The example shows that the algorithm is efficient in solving the balanced transportation problem.
作者 梁建 吴涛
出处 《佳木斯大学学报(自然科学版)》 CAS 2012年第2期297-300,共4页 Journal of Jiamusi University:Natural Science Edition
基金 安徽大学创新团队(KJTD001B) 973计划(2007BC311003) 国家自然科学基金(61073117) 安徽大学研究生学术创新项目yfc090008
关键词 平衡运输 运输费用 遗传算法 balanced transportation transportation cost genetic algorithm
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  • 1林剑柠,吴慧中.基于遗传算法的网格资源调度算法[J].计算机研究与发展,2004,41(12):2195-2199. 被引量:70
  • 2李随成,刘广.一种改进的TSP问题启发式算法[J].管理工程学报,2005,19(2):114-118. 被引量:11
  • 3刘晶晶,翟正军.基于改进的遗传算法的任务分配与调度[J].微电子学与计算机,2006,23(6):216-219. 被引量:10
  • 4[3]胡运权,郭耀煌.运筹学教程[M].北京:清华大学出版社,2004.
  • 5[1]Holland J H.Adaptation in nature and artificial systems[M].Cambridge:MIT Press,1992.
  • 6[5]Whitley D.A distributed genetic atgorithm[M].America:Ther Intel Press,1999.
  • 7Malek M,Guiruswamy M,Pandya M,et al.Serial and parallel simulated annealing and Tabu search algorithms for the travelling salesman problem[J].Annals of Operations Research,1989(21):59-84.
  • 8Reill Ry,Tchimev P.Neural network approach to solving the traveling salesman problem[J].Journal of Computing Sciences in Colleges,2003(19):41-61.
  • 9Bozejko W,Wodecki M.Solving permutational routing problems by population-based metaheuristics[J].Computers & Indus-trial Engineering,2009(57):269-276.
  • 10Tsai Chengfa,Tsai Chunwei,Tseng Chingchang.A new hybrid heuristic approach for solving large traveling salesman problem[J].Information Sciences,2004(166):67-81.

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