基于双层混合联运的震后应急物资配送模糊多目标优化

doi:10.3969/j.issn.1007-7375.e16-1083

工业工程 ›› 2017, Vol. 20 ›› Issue (3): 113-117.doi: 10.3969/j.issn.1007-7375.e16-1083

基于双层混合联运的震后应急物资配送模糊多目标优化

沈晓冰, 杨保华

江苏师范大学商学院, 江苏徐州 221116

收稿日期:2016-04-13 出版日期:2017-06-30 发布日期:2017-07-12
作者简介:沈晓冰(1990-),女,江苏省人,硕士研究生,主要研究方向为物流管理
基金资助:
国家自然科学基金资助项目（71301064）；教育部人文社科基金资助项目（12YJC630262）

A Fuzzy Multi-objective Optimization of Post-earthquake Emergency Logistics Systems Based on Bi-level Programming and Mixed Transportation

SHEN Xiaobing, YANG Baohua

Business School, Jiangsu Normal University, Xuzhou 221116, China

Received:2016-04-13 Online:2017-06-30 Published:2017-07-12

摘要/Abstract

摘要： 为提高震后应急救援效率并减少应急消耗费用，以所有受灾点未满足物资需求之和最小、送达速度最快以及应急总费用最小为目标，建立应急物资需求模糊情况下包含应急中转站的混合联运多目标优化模型，并运用基于矩阵编码的混合遗传算法求解，最后以汶川地震为例，验证了该模型和算法的收敛性较好且运行效率较高。因此，该模型和算法有效，可为实际应急提供指导。

关键词: 震后, 应急物资, 双层混合联运, 模糊多目标优化, 混合遗传算法

Abstract: To enhance the efficiency of the post-earthquake emergency rescue and reduce the cost,taking into consideration of the fuzzy demand of relief materials,a multi-objective optimization model of the bi-level mixed transportation with transshipment facilities is established,whose goal is to minimize the insufficiency in emergency material demand,the service time as well as the total cost.Then a hybrid genetic algorithm based on sub stage decoding method is designed to solve the model.Finally,the validity and feasibility of the model and algorithm are demonstrated by a numerical example derived from Yushu earthquake.The results show that the proposed genetic algorithm has a good performance.

Key words: post-earthquake, relief materials, bi-level programming and mixed transportation, fuzzy multi-objective optimization, hybrid genetic algorithm

中图分类号:

F252
U116

沈晓冰, 杨保华. 基于双层混合联运的震后应急物资配送模糊多目标优化[J]. 工业工程, 2017, 20(3): 113-117.

SHEN Xiaobing, YANG Baohua. A Fuzzy Multi-objective Optimization of Post-earthquake Emergency Logistics Systems Based on Bi-level Programming and Mixed Transportation[J]. Industrial Engineering Journal , 2017, 20(3): 113-117.

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基于双层混合联运的震后应急物资配送模糊多目标优化

A Fuzzy Multi-objective Optimization of Post-earthquake Emergency Logistics Systems Based on Bi-level Programming and Mixed Transportation

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