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Vehicle Routing Problem of Fresh Agricultural Products Considering Decaying Factors

机译:考虑腐朽因素的新鲜农产品车辆路径问题

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The vehicle routing problem of fresh agricultural products is different from ordinary goods due to their perishability.Therefore,we are concerned with the impact of the decaying factor on the total distribution cost and delivery routes when delivering multiple fresh agricultural products simultaneously.Based on the fact that customers often want to receive products within the expected service times,this paper proposes a multi-objective VRP optimization model for multiple fresh products to minimize both transportation costs and variance of loss quantity of fresh agricultural product.An ant colony algorithm is proposed and implemented on MATLAB to solve a given VRP problem.The impact of different exponential decaying rates and weight coefficients on the total distribution cost and the variance of loss quantity are discussed to draw managerial insights.Results indicate that suppliers need to sacrifice some benefits to improve customer satisfaction.
机译:新鲜农产品的车辆路由问题与易腐蚀性不同。因此,我们涉及腐朽因素同时交付多个新鲜农产品时的总分配成本和交付路线的影响。基于事实 这篇论文常常希望在预期的服务时间内接收产品,提出了多目标VRP优化模型,用于多种新鲜产品,以最大限度地减少新鲜农产品损失量的运输成本和差异。蚁群算法是提出和实施的 在Matlab上解决给定的VRP问题。讨论了不同指数衰减率和重量系数对总分配成本的影响和损失数量的差异,以绘制管理层。结果表明供应商需要牺牲一些益处来改善客户满意度 。

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