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研究生:劉建杰
研究生(外文):Jiam-Jie Liou
論文名稱:流程型生產排程問題之混合整數規劃模式
論文名稱(外文):MILP Models for Flowshop Scheduling Problems
指導教授:應國卿應國卿引用關係
口試委員:盧宗成黃乾怡林詩偉
口試日期:2010-06-22
學位類別:碩士
校院名稱:國立臺北科技大學
系所名稱:工業工程與管理研究所
學門:工程學門
學類:工業工程學類
論文種類:學術論文
論文出版年:2010
畢業學年度:98
語文別:中文
論文頁數:49
中文關鍵詞:流程型生產混合整數規劃
外文關鍵詞:FlowshopMixed-Integer Linear Programming
相關次數:
  • 被引用被引用:1
  • 點閱點閱:790
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  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:0
流程型生產排程問題(Permutation Flowshop Scheduling Problem; PFSP)為生產製造的重要問題,流程型工廠排程問題中,決策者為了達成提昇系統績效之目標,除了要使產出時間儘量降低之外,還必需同時考慮使在製品庫存水準儘量降低、機器稼動率以及準時達交。
本研究主要在探討n件工作m台機器之流程型生產問題,並使用二元整數作為混合整數線性規劃之整數變數。大多數的生產排程問題都在探討單一準則,然而排程問題常常有多方面的考量與分析之多準則分析。在本研究中,考慮n件工作m台機器之多準則流程型生產問題。其追求目標函數分別為:即最大完工時間(Makespan)、總完成時間(Total Complete Time)、總延遲時間(Total Tardiness Time)、最大延遲時間( )、總機器閒置時間(Total Machine Idle Time)以及總工作等待時間(Total Job Wait Time)。
本研究首先建構MPFSP的混合整數規劃(MILP)數學模型,然後以LINGO套裝軟體進行模型編碼,最後由LINGO套裝軟體求解。為驗證所提出之MILP模式的求解績效,本研究將以文獻提供的標準題庫進行測試,結果顯示本研究之所提出的MPFSP最佳化生產排程模式之求解績效十分良好,可供相關業者生產排程之參考,藉以提升企業的競爭力與獲利能力。


Permutation Flowshop Scheduling Problem (PFSP) is an important issue in manufacturing. To improve the system performance, the decision makers need to reduce process time and inventory level, enhance ratio of utilization, and delivery on time.
The problem of an n-job, m-machine Flowshop Scheduling Problem is discussed. A mixed-integer linear program (MILP) is formulated with considerably reduced number of integer binary variables.
Most of research in production scheduling is concerned with the minimization of a single criterion. However, scheduling problems often involve more than one aspect and therefore require multicriteria analysis. In this study, a multicriteria an n-job, m-machine flowshop scheduling problem is considered. The objective function of the problem is minimization of the makespan, total complete time, total tardiness time, maximum tardiness time, total machine idle time, and total job wait time.
This research first creates a mathematical MILP model of MPFSP, and then computes this model by LINGO. To validate the effectiveness of the proposed model, this research uses the earlier studies as benchmarks to compare with the result of this study. In the comparison result, it is appeared that the effectiveness of the proposed model is well, and it can be used as valuable reference for practitioners to improve their operational efficiency within a reasonable amount of computational effort.

目錄

摘 要 I
ABSTRACT II
致 謝 II
目錄 III
圖目錄 V
表目錄 VI
第一章 緒論 1
1.1 研究背景與動機 1
1.2 研究目的 1
1.3 研究範圍 2
1.4 問題描述及假設 2
1.5 研究方法與進行步驟 3
第二章 文獻探討 5
2.1流程型生產排程問題 5
2.2 多準則描述 9
2.3 混合整數規劃 10
第三章 研究方法 16
3.1數學符號之定義 16
3.2數學模型之定義 17
3.2.1工作在排列位置之二元整數限制式 17
3.2.2 工作指派在順序位置上的機器加工時間之限制式 17
3.2.3完成時間與加工時間之限制式 17
3.2.4機器閒置時間與工作等待時間之限制式 18
3.2.5工作到期日與工作延遲時間之限制式 19
3.2.6 八種目標函數 19
3.3八種目標函數之數學模型 20
第四章 結果分析 25
4.1 LINGO之B&B與SA對標準測試題庫運算比較 25
4.2 六種單準則函數之比較 26
4.3 二種不同權重的多準則函數之比較 28
4.4 機台數與工作數不同對於單準則與多準則之影響 31
第五章 結論與建議 39
5.1 結論 39
5.2 建議 40
參考文獻 42
附錄 46
附錄A:流程型生產排程問題之模擬退火法(SA)演算步驟 46
附錄B:符號彙編 47
附錄C:公式彙編 48
附錄D:LINGO編碼 49



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