| 研究生: |
朱奕銘 Chu, Yi-Ming |
|---|---|
| 論文名稱: |
以拉式鬆弛法求解混合性商品裝配線排程問題-以台灣門鎖製造商為例 A Lagrangian Relaxation Approach to the Mixed-product Assembly Line Sequencing Problem: A Case Study of a Door-Lock Company in Taiwan |
| 指導教授: |
林東盈
Lin, Dung-Ying |
| 學位類別: |
碩士 Master |
| 系所名稱: |
管理學院 - 交通管理科學系 Department of Transportation and Communication Management Science |
| 論文出版年: | 2012 |
| 畢業學年度: | 100 |
| 語文別: | 英文 |
| 論文頁數: | 70 |
| 中文關鍵詞: | 混合性商品裝配線排程問題 、整數規劃 、拉氏鬆弛法 、門鎖產業 |
| 外文關鍵詞: | Mixed-product assembly line sequencing, Integer programming, Lagrangian relaxation heuristic, Door lock |
| 相關次數: | 點閱:116 下載:4 |
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在各項產業中,客製化、多元化商品已成為許多企業的主要策略,本文探討台灣門鎖產業製造商於混和性商品裝配線上的指派與排程問題。門鎖產業的特性為每項產品所需要的零件種類繁多,製程複雜,故整體的製程安排與工作指派將直接影響企業的營運成本。本研究針對亞洲門鎖產業前三大的製造商-F公司作深入探討。以外銷為主的F公司主要產品為家用及商用門鎖、關門器等五金製品,在全時界各地都可以看見F公司相關系列產品,知名度相當高。本研究在需求與產能的限制之下,藉由建構一整數規劃之數學模式,以求解及探討製程安排與工作指派對整體存貨,人力以及延遲交貨等營運成本的影響。再以隱含式列舉演算法加快求解速度並改善求解效率,使此問題能夠擴大規模,更貼近實務需求。
This thesis investigates the mixed-product assembly line sequencing problem for a door lock manufacturing company in Taiwan. Companies in the door lock industry schedule their production processes to minimize their costs while meeting customer demand. The variance and diversity of lock components complicate the mixed-product assembly line sequencing problem and directly influence the material requirement planning and human resources costs. The assembly line sequencing problem of one of the largest ironware manufacturing companies in Asia, company F, is studied and an integer programming mathematical model with constraints on production lines, labor, warehouse capacity, and order fulfillment rates is formulated to minimize the total cost. A heuristic based on the Lagrangian relaxation principle is devised to solve this mixed-product assembly line sequencing problem. The efficiency of the proposed Lagrangian relaxation heuristic is evaluated by comparing its solutions with those obtained using CPLEX. The results show that the proposed heuristic solves the real-world problem almost 15 times faster than CPLEX in terms of CPU time, with equal solution quality. The salient results and practical issues involved in this unique problem are discussed in detail.
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