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Research on Location-Routing Problem with Empirical Analysis for Regional Logistics Distribution
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作者 Qian Zhang 《Applied Mathematics》 2014年第15期2305-2310,共6页
The location of the distribution facilities and the routing of the vehicles from these facilities are interdependent in many distribution systems. Such a concept recognizes the interdependence;attempts to integrate th... The location of the distribution facilities and the routing of the vehicles from these facilities are interdependent in many distribution systems. Such a concept recognizes the interdependence;attempts to integrate these two decisions have been limited. Multi-objective location-routing problem (MLRP) is combined with the facility location and the vehicle routing decision and satisfied the different objectives. Due to the problem complexity, simultaneous solution methods are limited, which are given in different objectives with conflicts in functions satisfied. Two kinds of optimal mathematical models are proposed for the solution of MLRP. Three methods have been emphatically developed for MLRP. MGA architecture makes it possible to search the solution space efficiently, which provides a path for searching the solution with two-objective LRP. At last the practical proof is given by random analysis for regional distribution with nine cities. 展开更多
关键词 DISTRIBUTION Facilities MULTI-OBJECTIVE location-routing problem (mlrp) MATHEMATICAL Models Random Analysis
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基于模糊优化的物流配送路径(MLRP)问题研究 被引量:9
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作者 张潜 李钟慎 胡祥培 《控制与决策》 EI CSCD 北大核心 2006年第6期689-692,共4页
研究采用嵌入模糊决策规则的遗传算法(即模糊优化方法)求解物流配送多目标定位-运输路线安排问题(M LRP),重点考虑了时间和运输成本两个目标的M LRP的求解方法.该算法分成3个阶段,首先利用遗传算法对初始种群搜索选择优化配送路径;然后... 研究采用嵌入模糊决策规则的遗传算法(即模糊优化方法)求解物流配送多目标定位-运输路线安排问题(M LRP),重点考虑了时间和运输成本两个目标的M LRP的求解方法.该算法分成3个阶段,首先利用遗传算法对初始种群搜索选择优化配送路径;然后应用配送网络调度算法综合评价来确定配送路径中的关键路径和非关键路径;最后根据模糊决策规则计算其各个调度相应的指标,并对已挑选出来的染色体中的某些位基因进行调整,以提高算法的收敛性.计算机仿真结果证明了将此混合算法用于求解中、小规模物流配送问题的有效性. 展开更多
关键词 多目标定位-运输路线安排问题 模糊优化 物流系统优化 遗传算法
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