从应息物流系统集成优化的角度出发,以应急物资运达总时间最短和系统总成本最小为目标,建立了一个应急物资需求模糊的多目标定位一路径问题(LRP)优化模型,并提出了一种多目标遗传算法。算例分析结果表明,该算法避免了传统多目标优化方法的局限性,可以有效解决应急物流系统优化中的多目标LRP。
From the point of view of integrated optimization in emergency logistics systems, a multi-objective optimization model for location routing problem (LRP) with fuzzy demand of relief materials is proposed to minimize total transportation time of relief materials and total system cost. And a multi-objective genetic algorithm is presented to solve the model. The results for a numerical example show that the algorithm can avoid the limitatior, of traditional multi-objective optimization methods and effectively solve multi-objective LRP in emergency logistics systems effectively.