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电子与信息学报 2011
Improved Shuffled Frog Leaping Algorithm for Solving CVRP
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Abstract:
An improved Shuffled Frog Leaping Algorithm (SFLA) is proposed to solve the Capacitated Vehicle Routing Problem(CVRP)based on real-coded patterns. It is then combined with the power-law Extremal Optimization (τ-EO) to further improve the local search ability. The fitness for the components of an individual is carefully designed and the neighborhood for τ-EO mutation is established according to power-law probability distribution. Experimental results show that the proposed algorithm outperforms other heuristic algorithms base on PSO and GA.