Optimization of multi-objective fresh food e-commerce delivery route with fuzzy time window

Jiajie Li
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Abstract

In order to optimize the B2C fresh food delivery process of "home" mode of merchant self-operated delivery, this paper takes the highest customer satisfaction and minimum total cost as the goal, and considers the characteristics of instant logistics fresh food delivery and the real-time order in the condition of the delivery orders arrive in real time. A multiobjective vehicle routing optimization model with fuzzy time window for instant logistics fresh food delivery was constructed. According to the idea of single-order distribution, an improved ant colony algorithm based on rolling timedomain delayed distribution was designed to solve the problem, and the optimal combination of distribution cost and customer satisfaction was obtained.
模糊时间窗下多目标生鲜电子商务配送路线优化
为了优化商家自营配送“到家”模式B2C生鲜配送流程,本文以客户满意度最高和总成本最小为目标,在配送订单实时到达的情况下,考虑了即时物流生鲜配送的特点和实时订单。建立了生鲜食品即时物流配送的模糊时间窗多目标车辆路径优化模型。根据单阶分布的思想,设计了一种基于滚动时域延迟分布的改进蚁群算法来求解该问题,得到了配送成本与顾客满意度的最优组合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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