Conservation Genetic Algorithm to Solve the E-commerce Environment Logistics Distribution Path Optimization Problem

Rui Fu, M. Al-Absi, A. Al-Absi, H. Lee
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引用次数: 2

Abstract

E-commerce is a business activity that uses modern information technology to process cash flow and logistics to achieve transactions. With the increase of evolutionary algebra, saving genetic algorithm and genetic algorithm all tend to be more optimal. The evolutionary starting point of saving genetic algorithm is much lower than the evolutionary starting point of genetic algorithm. The evolutionary algebra and the population size in the conservation genetic algorithm also have certain influence on the performance of the algorithm. The maximum running distance of the vehicle is different when the trucks have distance limitation and have no-distance limitation. This paper can improve the efficiency of logistics distribution and shorten the distribution distance, which is of great significance for saving logistics costs and improving customer service level.
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守恒遗传算法求解电子商务环境下物流配送路径优化问题
电子商务是利用现代信息技术处理现金流和物流来实现交易的一种商业活动。随着进化代数的增加,节省遗传算法和遗传算法都趋向于更优。储蓄遗传算法的进化起点远低于遗传算法的进化起点。守恒遗传算法中的进化代数和种群大小对算法的性能也有一定的影响。有距离限制和无距离限制时,车辆的最大行驶距离不同。本文可以提高物流配送效率,缩短配送距离,对于节约物流成本,提高客户服务水平具有重要意义。
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