| 研究生: |
林智勇 Lin, Jr-Yung |
|---|---|
| 論文名稱: |
具容量限制之p-Hub中位問題之研究 A Genetic Alogrithm for p-Hub Median Problem |
| 指導教授: |
林正章
Lin, Cheng-Chang |
| 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: | 2005 |
| 畢業學年度: | 93 |
| 語文別: | 中文 |
| 論文頁數: | 53 |
| 中文關鍵詞: | 基因演算法 、p-Hub 中位問題 、容量限制 |
| 外文關鍵詞: | genetic algorithm, p-Hub median problem, capacitated |
| 相關次數: | 點閱:68 下載:3 |
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具容量限制之p-Hub 中位問題(capacitated p-Hub median problem)是當需求已知時,在符合網路容量限制下,由所有可候選的中繼站選取P 個中繼站,以達到整體網路營運成本的最佳化。以往有關軸輻式網路規劃之相關文獻,多以數學規劃的方式進行求解 (Bryan & O’Kelly, 1999),且通常不考慮網路中之容量限制。但當網路規模擴大時,節點與節線數目將呈現指數成長,因而耗費可觀的求解時間。基因演算法(genetic algorithm)已廣泛應用於求解各種最佳化問題,因此本研究以此演算法的概念,設計適合網路問題的演算法。本研究以大陸內陸航空貨運量前40 大城市所形成之網路進行實證測試。
The typed of design problem we want to choose a fixed number p of the nodes to be hubs and allocate(or connect) the remaining nodes to one or more of the chosen hubs in such a way that operating costs of resulting network are minimized, which also considered capacity restrictions on hub is known as a capacitated p-Hub median problem.
Due to it’s characteristics of NP-complete, a genetic algorithm which is widely complications to optimal problems was adopted within an acceptable a mount of running time. Finally, a mainland China airline freights network used to testing the accuracy and practicability on the model.
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