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研究生:吳建樺
研究生(外文):Chien-Hua Wu
論文名稱:無暫存區分派式流程型工廠排程
論文名稱(外文):Distributed Flowshop Scheduling Problems with Blocking Constrain
指導教授:應國卿應國卿引用關係
指導教授(外文):Kuo-Ching Ying
口試委員:黃乾怡林詩偉
口試委員(外文):Chien-Yi HuangShih-Wei Lin
口試日期:2013-07-11
學位類別:碩士
校院名稱:國立臺北科技大學
系所名稱:工業工程與管理系碩士班
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:2013
畢業學年度:101
語文別:中文
論文頁數:54
中文關鍵詞:排程無暫存區分派式流程型工廠和弦演算法
外文關鍵詞:SchedulingBlockingDistributed flowshopHarmony search
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普通的流程型工廠當中,會有許多的暫存區,放置正在等待加工的工件,但許多實務環境中不存在這些暫存區,例如化學工廠由於工件加工完畢可能需要等待化學或物理變化結束才能繼續加工,因此當工件被機器加工完成時,若要進入下一台機器加工,會停留在機器上等待,直到下一台機器加工完成前一個工件或是機器閒置,才能繼續加工,因此衍生出無暫存區流程型工廠的排程問題。流程型工廠一直都是排程研究的重點,隨著近年來加工環境的改變,慢慢的從單一工廠轉變為多工廠的趨勢,因此,本研究針對流程型排程問題加入了多工廠的分派及無暫存區的限制,以求解最小化總完工時間(makespan)為目標函數,並且結合NEH1演算法和和弦演算法(Harmony Search, HS)進行求解,經由標準測試題庫的模擬實驗結果證實,本研究提出的改良式和弦演算法之求解績效十分優異。

Among the ordinary flow shop, there are many temporary storage area, place the workpiece is waiting, but many of these do not exist in practice environments temporary area. Therefore derive blocking flowshop scheduling problem.
Flowshop scheduling research has been focused, with the recent changes in the processing environment, from a single factory slowly transformed into the trend of many factories, therefore, this study assigned for the process factory to join the factors and blocking constrain. The optimization criterion is the minimization of the maximum completion time, and use the harmony search algorithm (HS) as a solution based on adding NEH1 algorithm concepr to slove it. The computational result show that the study proposes a modified harmony search algorithm very excellent performance of the proposed.


摘 要 i
ABSTRACT ii
誌 謝 iii
目錄 iv
表目錄 vi
圖目錄 vii
第一章 緒論 1
1.1 研究背景與動機 1
1.2 研究目的 2
1.3 研究假設與限制 2
1.4 研究流程 3
第二章 文獻探討 5
2.1 分派式流程型工廠 5
2.2無暫存區流程型工廠之相關文獻 6
2.3和弦演算法 8
2.3.1 和弦演算法發展背景及基本原理 9
2.3.2和弦演算法之步驟與流程 11
2.3.3 和弦演算法之相關應用 16
第三章 研究方法 18
3.1數學符號之定義 18
3.2無暫存區分派式流程型工廠問題之MILP模式 19
3.3分派工件至各個工廠法則 21
3.4修正和弦演算法之設計 22
3.4.1初始排序之建構方法 24
3.4.2和弦演算法之編碼 24
3.4.3和弦演算法之新排序產生方法 25
第四章 實驗結果與分析 27
4.1 小型問題求解績效 27
4.2 中型問題求解績效 34
4.3 大型問題求解績效 39
第五章 結論與建議 46
5.1 結論 46
5.2 研究貢獻 46
5.3未來研究建議 47
參考文獻 48


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