基于模糊AHP-GP的低碳供应商选择模型

doi:10.12005/orms.2020.0291

运筹与管理 ›› 2020, Vol. 29 ›› Issue (11): 121-128.DOI: 10.12005/orms.2020.0291

基于模糊AHP-GP的低碳供应商选择模型

王一雷¹, 朱庆华², 夏西强²

1.东北财经大学管理科学与工程学院,辽宁大连 116025;
2.大连理工大学管理与经济学部,辽宁大连 116024

收稿日期:2013-12-26 出版日期:2020-11-25 发布日期:2023-07-12
作者简介:王一雷(1985-),男,山东莱芜人,讲师,博士,研究方向为供应链运营管理。
基金资助:
国家杰出青年科学基金(71025002); 国家重点基础研究发展计划(2011CB013406); 国家自然科学基金重点项目(71033004)

An Integrated Fuzzy AHP-GP Approach for Low Carbon Supplier Selection

WANG Yi-lei¹, ZHU Qing-hua², XIA Xi-qiang²

1. School of Management Science and Engineering, Dongbei University ofFinance and Economics, Dalian 116025,China;
2. Faculty of Management and Economics, Dalian University of Technology, Dalian 1 16024, China

Received:2013-12-26 Online:2020-11-25 Published:2023-07-12

摘要/Abstract

摘要： 为从源头控制碳排放并降低间接碳排放,越来越多的企业开始关注其供应商的碳足迹。以往的供应商选择问题研究多关注成本、质量、服务等等,较少考虑供应商的碳排放问题。为此,本文采用了模糊AHP和模糊GP（GoalProgramming）相结合的方法,将供应商的碳排放纳入选择标准之中,解决如何选择供应商和分配订货量的问题。首先,本文根据专家的意见使用模糊AHP方法分析供应商选择标准的重要程度。选择标准具体包括产品价格、产品质量、服务水平和产品的碳排放。其次,根据模糊AHP的分析结果对不同目标赋予不同的权重,再使用模糊GP方法进行供应商选择和订货量分配。算例验证结果表明,将模糊AHP-GP模型应用于低碳供应商的选择有较强的实用性。

关键词: 低碳供应链, 供应商选择, 模糊AHP, 模糊目标规划

Abstract: To control carbon emission form the beginning and reduce indirect carbon emission, more and more companies begin to pay close attention to carbon footprint of their suppliers. Earlier studies on supplier selection problem have mainly focused on cost, quality, service, etc., and take little interest in carbon emission of sup-plies. Hence, this paper presents an integrated approach of fuzzy AHP and fuzzy GP (Goal Programming) and considers carbon emission of suppliers as one important criterion to deal with supplier selection and order quantity allocation problem. At first, fuzzy analytic hierarchy process (AHP) is applied to analyze the weights of multiple criteria of supplier selection based on expert,s opinion. The considered criteria are price, quality, service level and carbon emission of the product. Next, we give different weights to goals of programming based on fuzzy AHP results, and use fuzzy GP to select suppliers and allocate order quantity. The empirical results indicate that the integrated fuzzy AHP-GP model is of good practical value for low carbon supplier selection.

Key words: low carbon supply chain, supplier selection, fuzzy AHP, fuzzy goal programming

中图分类号:

F205

王一雷, 朱庆华, 夏西强. 基于模糊AHP-GP的低碳供应商选择模型[J]. 运筹与管理, 2020, 29(11): 121-128.

WANG Yi-lei, ZHU Qing-hua, XIA Xi-qiang. An Integrated Fuzzy AHP-GP Approach for Low Carbon Supplier Selection[J]. Operations Research and Management Science, 2020, 29(11): 121-128.

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基于模糊AHP-GP的低碳供应商选择模型

An Integrated Fuzzy AHP-GP Approach for Low Carbon Supplier Selection

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