Hybrid Intelligent Approach for the Selection of Third-Party Reverse Logistics Provider under Uncertainty

被引：0
|
作者：
宫艳雪 [1 ,2 ]
宋俊典 [2 ]
彭亦功 [3 ]
添玉 [4 ]
郑树泉 [1 ,2 ]
机构：
[1] Intelligent Product Innovation Center Shanghai Industrial Technology Institute
[2] School of Information,East China University of Science and Technology
[3] College of Logistics Engineering,Shanghai Maritime University
[4] Shanghai Development Center of Computer Software Technology
来源：
Journal of Donghua University(English Edition) | 2014年 / 31卷 / 04期
关键词：
hybrid intelligent approach; third-party reverse logistics provider; uncertainty;
D O I：
10.19884/j.1672-5220.2014.04.018
中图分类号：
F253 [物资企业经营与管理];
学科分类号：
020205 ; 1201 ; 1202 ;
摘要：
A hybrid intelligent approach is proposed to help the decision maker to select the appropriate third-party reverse logistics provider. The following process is included: firstly,the evaluation team is established to determine the selection criteria and evaluate them by triangular fuzzy numbers; secondly,calculate the weight of criteria by the proposed hybrid algorithm integrating particle swarm optimization( PSO) and simulated annealing( SA); then, the performance evaluation for each supplier is predicted by the proposed self-feedback neural network( SFBNN) based on the historical data. A numerical example is also presented to interpret the methodology above.
引用
收藏
页码：484 / 492
页数：9
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