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OALib Journal期刊
ISSN: 2333-9721
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Differential evolution algorithm with position-order encoding for solving traveling salesman problem
求解旅行商问题的位置-次序编码差分演化算法

Keywords: differential evolution (DE),position-order encoding,traveling salesman problem (TSP)
差分演化算法
,位置次序编码,旅行商问题,求解,旅行商问题,基于位置,次序编码,差分,演化算法,traveling,salesman,problem,encoding,evolution,algorithm,稳定性,收敛性,计算表,规模,TSPLIB,离散,编码法,编码方法,基本原理,描述,选择算子

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Abstract:

First, the differential evolution algorithm with differential operator and selection operator was introduced. Then, a new and universal encode method, position-order encoding method, was proposed. Based on the approach, a discrete differential evolution algorithm, position-order encoding based differential evolution algorithm (PODE), was proposed. The numerical results about two TSP instances in TSPLIB show that PODE has excellent convergence and stability.

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