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研究生:林冠志
研究生(外文):Guan-Zhi Lin
論文名稱:以類電磁演算法求解具穩健性之多期多樓層設施佈置問題
論文名稱(外文):An Electromagnetism-like Mechanism to Solve the Robust Multi-period Multi-floor Layout Problem
指導教授:黃祥熙
指導教授(外文):Hsiang-Hsi Huang
學位類別:碩士
校院名稱:國立屏東科技大學
系所名稱:工業管理系所
學門:商業及管理學門
學類:其他商業及管理學類
論文種類:學術論文
論文出版年:2012
畢業學年度:100
語文別:中文
論文頁數:168
中文關鍵詞:多樓層設施佈置多期類電磁演算法穩健性
外文關鍵詞:multi-floor facility layoutmulti-periodelectromagnetism-like mechanismrobust designs
相關次數:
  • 被引用被引用:1
  • 點閱點閱:517
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  • 下載下載:48
  • 收藏至我的研究室書目清單書目收藏:0
本研究所探討之問題為多期環境下之多樓層設施佈置問題,在多期環境中,企業藉由評估對產業未來變動,預測未來各種可能之生產情境,在此預測中佈置可能因為不同生產情境下而需重新佈置,但重佈置在真實環境中是難以施行的。本研究為了使佈置具有可承受各種生產情境,因此以穩健設計進行設施佈置,以減少重佈置成本。有鑒於島國土地資源取得不易,本研究將多樓層的工廠型態納入探討,其求解方式則以類電磁演算法進行,類電磁演算法是利用各電子的帶電量,進行電子間相互吸引與排斥作用,在電子相互受作用力影響的移動下搜尋全域最佳解,本研究透過此演算法探討各種穩健設計,並且相互比較分析,期望最終能獲得適合多期多樓層環境下的穩健設施佈置設計。
The subject on multi-floor facility layout in multi-period is firms forecast any production situations by evaluating industrial changes. The forecasting indicated the different production situations make facility re-layout, and the difficulties of implement in real world are presented. For withstanding any production situations and reducing re-layout cost, the facility layout runs with robust design. The island nations state the reasons of shortage land resources, therefore, the workshop characteristics of multi-floor factories are considered. Based on electromagnetism-like mechanism (EM) conduct the mutual attractions or repulsions between the electrons with every electric charge, and to search the global optimal solution in the effects of interactions of electrons. Through electromagnetism-like mechanism, a variety of robust designs to mutual analysis and compare each other, we finally hope to obtain a robust design for multi-floor situations in multi-period.
摘要 I
Abstract II
謝誌 IV
目錄 VI
圖目錄 IX
表目錄 XI
第一章、緒論 1
1.1 研究背景與動機 1
1.2 研究目的 3
1.3 研究範圍 4
1.4 研究假設 4
1.5 研究步驟與架構 4
第二章、文獻探討 7
2.1 靜態設施佈置 9
2.2 多期設施佈置 10
2.2.1 動態設施佈置研究方向 11
2.2.2 多期環境產生之原因 13
2.2.3 穩健設計 14
2.2.3 Urban(1998)動態設施佈置數學模式 17
2.2.4 穩健性數學模式 18
2.3 多樓層設施佈置 20
2.3.1 多樓層設施佈置研究方向 21
2.3.2 Lee et al., (2005)之多樓層設施佈置數學模型 23
2.4 類電磁演算法 25
第三章、研究方法 28
3.1 研究流程 28
3.2 符號說明 29
3.3 數學模式 30
3.4 求解流程 34
3.4.1 空間填補曲線 36
3.4.2 重心法 38
3.4.3 類電磁演算法演化流程 38
3.4.3.1 初始化 43
3.4.3.2 局部最佳化 46
3.4.3.3 作用力計算 47
3.4.3.4 作用力移動 48
3.4.3.5 範例說明 49
第四章、案例驗證與結果分析 59
4.1 案例說明 59
4.2 三種穩健性比較 60
4.3 各權重設計下分析 65
4.4 多期環境因子測試 68
4.4.1 產品相關因子 69
4.4.2 製程相關因子 72
4.4.3 需求變化因子 74
4.4.4 其他因子 76
第五章、結論與建議 79
5.1 結論 79
5.2 後續建議 82
參考文獻 83
附錄 89
作者簡介 168

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