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研究生:陳柳勳
研究生(外文):Liu-Hsun Chen
論文名稱:以啟發式演算法求解軸輻網路問題
論文名稱(外文):A Simulated Annealing Based Algorithm for the Hub Location Problem
指導教授:吳泰熙吳泰熙引用關係
指導教授(外文):Tai-Hsi Wu
學位類別:碩士
校院名稱:大葉大學
系所名稱:工業工程學系碩士班
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:2004
畢業學年度:92
語文別:中文
論文頁數:77
中文關鍵詞:轉接點位址問題
外文關鍵詞:Hub locationproblem
相關次數:
  • 被引用被引用:1
  • 點閱點閱:298
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  • 下載下載:24
  • 收藏至我的研究室書目清單書目收藏:0
軸幅式路網(hub-and-spoke network)的結構,有助於總運輸成本的降低,其中影響的關鍵在於轉接點(hub)的位址與需求點(nonhub)的分派決策。本研究主要針對轉接點位址問題(hub location problem, HLP)求解,主要目的在找到最佳的轉運點位址與需求點的分派決策,使整個網路中之總運輸成本最小化。由於HLP具有NP-Complete的特性,要在短時間內求得最佳解十分困難,故文獻中大多以啟發式方法求得近似解。
SAHUB演算法,為一模擬退火法(Simulated annealing, SA)及禁忌搜尋法(Tabu search, Tabu)中之禁忌名單(Tabu list)之結合。本研究之求解方法主要應用SAHUB演算法,再加入部分之修改而提出一個新的啟發式演算法 — SAHUBR。
為了測試演算法之穩健性,本研究以文獻中之例題,分別針對單一分派與多重分派下之HLP做測試,除了在參數分析部分找到最合適之參數組合外,並與文獻演算結果做比較。研究結果顯示,本研究所提出之SAHUBR演算法,能夠快速的尋找到最佳解,具有相當不錯之求解效能。
The location of hub facilities is fundamental to the design of a “hub-and-spoke network”, as it greatly affects the total transportation costs of system. Hub is a special type of facility, which is designed to act as switching point for internal flows of a network. The problem is to determine the optimal location for the hubs and the assignments of the nonhubs to hubs that minimizes the overall transportation cost. Due to its characteristics of NP-Complete, it is difficult to obtain optimal solution within an acceptable amount of time.
In this study we consider both single and multiple allocation hub location problems. A hybrid heuristic algorithm based on the SAHUB, combining with simulated annealing(SA) and Tabu list, is developed. During the research, the parameters used in the heuristics that affect the solution quality and efficiency are analyzed and designed with a good parameter setting suggested.
The SAHUBR algorithm presented in this study compares favorably with the computational results obtained from the literature. Experimental results indicate that SAHUBR is capable of obtaining good solutions in a very small amount of time.
目 錄
封面內頁
簽名頁
授權書.........................................................................................................................iii
中文摘要....................................................................................................................iv
英文摘要.....................................................................................................................v
誌 謝........................................................................................................................vii
目 錄.......................................................................................................................viii
圖目錄.........................................................................................................................xi
表目錄........................................................................................................................xii
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 3
1.4 研究方法與架構 3
1.4.1 研究方法 4
1.4.2 研究架構 5
第二章 文獻探討 6
2.1 轉接點位置問題 6
2.2 轉接點位置問題之文獻回顧 9
2.3 SAHUB演算法 10
2.3.1 起始解 11
2.3.2 移步策略 12
第三章 轉接點位置問題之求解 19
3.1 SAHUBR演算法-起始解 19
3.2 SAHUBR演算法-移步策略 21
3.3 SAHUBR演算法 24
3.4 SAHUBR演算法參數設定及收斂準則 28
第四章 結果分析 30
4.1文獻例題介紹 30
4.2 實驗數據與參數設定 31
4.2.1實驗數據 31
4.2.2 SAHUBR之參數設定 32
4.3 SAHUBR演算法參數分析 33
4.4 SAHUBR演算法與SAHUB之起始解結果比較分析…39
4.5 SAHUBR演算法與文獻演算結果比較分析 42
第五章 結論與建議 45
5.1 研究總結 45
5.2未來研究建議 46
參考文獻 47
附錄一 文獻例題最佳解 51
附錄二 SAHUBR求解單一分派之CAB例題 57
附錄三 SAHUBR求解單一分派之AP例題 64
附錄四 SAHUBR求解單一分派之 67
附錄五 SAHUBR求解多重分派之CAB例題 68
附錄六 SAHUBR求解多重分派之AP例題 75
參考文獻
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