A Novel Approach for the Location and Allocation of Maintenance Service Vehicles in Agriculture

Zhe Wang, Yaoguang Hu, Weibo Ren
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Abstract

Maintenance service vehicles are deployed by the agricultural machinery manufacturing enterprises to provide maintenance service for agriculture machinery in the busy farming season. This paper focuses on joint optimization of the location and allocation problem of maintenance service vehicles in agriculture and proposed a new solution. In order to determine the location of service stations and the number of maintenance service vehicles in each service station, the set covering model is developed to minimize the total vehicle dispatching cost and penalty cost during the service process, and the improved genetic algorithm is then designed to solve the problem. Finally, a real case in Human province in China is conducted to demonstrate the performance of the developed methodology.
农业维修服务车定位与配置的新方法
维修服务车是农机制造企业在农忙季节为农机提供维修服务的车辆。本文重点研究了农业维修服务车的联合优化配置问题,并提出了一种新的解决方案。为了确定维修服务站的位置和每个维修服务站的维修服务车数量,建立了集覆盖模型,使维修过程中的车辆总调度成本和处罚成本最小,并设计了改进的遗传算法进行求解。最后,以中国湖南的一个实际案例为例,验证了所开发方法的有效性。
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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