標題: | A two-phase algorithm for product part change utilizing AHP and PSO |
作者: | Huang, P. C. Tong, L. I. Chang, W. W. Yeh, W. C. 工業工程與管理學系 Department of Industrial Engineering and Management |
關鍵字: | Product part change;Analytic hierarchy process;Supplier selection;Particle swarm optimization |
公開日期: | 1-七月-2011 |
摘要: | This study presents a two-phase algorithm approach to deal with the issue of product part change, and the issue of supplier selection derived from the former. In the first step, Analytical Hierarchy Process (AHP) was used on expert interview records to select the module in a product that needs to be changed with top priority. In the second step, after changing the module, the supplier selection process, including building a mathematical programming model, was initiated to select the best suppliers using Particle Swarm Optimization (PSO) algorithm. We tried to use this method to maximize the value of product updating so as to extend the product life cycle, under the conditions of limited resource, and keeping the scope of change to a minimum. Finally, we selected a switchboard manufacturer as a case study to test the proposed algorithm. Crown Copyright (C) 2011 Published by Elsevier Ltd. All rights reserved. |
URI: | http://dx.doi.org/10.1016/j.eswa.2011.01.043 http://hdl.handle.net/11536/22408 |
ISSN: | 0957-4174 |
DOI: | 10.1016/j.eswa.2011.01.043 |
期刊: | EXPERT SYSTEMS WITH APPLICATIONS |
Volume: | 38 |
Issue: | 7 |
起始頁: | 8458 |
結束頁: | 8465 |
顯示於類別: | 期刊論文 |