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Study of modified shuffled frog leaping algorithm for solving CVRP
求解CVRP的改进混合蛙跳算法研究

Keywords: vehicle routing problem(VRP),shuffled frog leaping algorithm(SFLA),adaptive differential disturbance,chaotic local search,global convergence
车辆路径问题
,混合蛙跳算法,自适应差分扰动,混沌局部搜索,全局收敛性

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Abstract:

To solve CVRP,this paper proposed a modified SFLA,which based on the mathematical model of CVRP,and designed a new method for constructing initial population.The modified shuffled frog leaping algorithm adopted real-coded patterns.Then it combined with adaptive differential disturbance and chaotic local search strategy in local searching.It enhanced the ability to escape from local optima and sped up the convergence of SFLA,meanwhile,maintained global convergence of SFLA.Experimental results indicate the ef...

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