| 基于AHP-BP算法的供应链合作伙伴选择建模及其应用 |
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| 引用本文： | 柳青,黄道. 基于AHP-BP算法的供应链合作伙伴选择建模及其应用[J]. 华东理工大学学报(自然科学版), 2007, 33(1): 108-114 |
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| 作者姓名： | 柳青 黄道 |
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| 作者单位： | 华东理工大学自动化研究所,上海,200237 |
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| 摘 要： | 将AHP法与改进的BP神经网络相结合建立了供应链合作伙伴选择模型,并使用L-M算法对神经网络权值进行训练,实现了对供应商的多标准评价;所用的评价指标体系选取全面,适用于多种类型的供应链合作伙伴选择。用实例对模型进行了验证,并取得了较好的评价效果。该模型应用简单,且减少了供应链合作伙伴选择过程中人为因素的影响,具有一定的实用价值。
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| 关 键 词： | AHP 供应链合作伙伴选择 BP神经网络 L-M算法 |
| 文章编号： | 1006-3080（2007）01-0108-07 |
| 收稿时间： | 2006-03-07 |
| 修稿时间： | 2006-03-07 |
Modeling of Supply Chain Vendor Selecting System Based on AHP-BP Algorithm and Its Application |
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| LIU Qing,HUANG Dao. Modeling of Supply Chain Vendor Selecting System Based on AHP-BP Algorithm and Its Application[J]. Journal of East China University of Science and Technology, 2007, 33(1): 108-114 |
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| Authors: | LIU Qing HUANG Dao |
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| Affiliation: | Institute Research of Automation;East China University of Science and Technology;Shanghai 200237;China |
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| Abstract: | Vendor selecting is the core of supply chain management.This paper proposes a structured model for vendor selecting problem.This model is based on AHP(analytic hierarchy process) and modified BP neural network.Levenberg-Marquardt algorithm is involved in training BP neural network weights.At last,the model is tested by real examples.The results show that this model is a simple way to deal with vendor selecting problem and makes the selecting result more objective.Besides,the model is flexible and can be app... |
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| Keywords: | AHP(analytic hierarchy process) supply chain vendor selecting BP neural network Levenberg-Marquardt algorithm |
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