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題名：隨機實體配送網路設計模型及求解演算法
書刊名：運輸學刊
作者：楊大輝 引用關係／陳珍珍 引用關係／黃詩佳
作者(外文)：Yang, Ta-hui／Chen, Chen-cheng／Huang, Shi-chia
出版日期：2014
卷期：26:2
頁次：頁231-256
主題關鍵詞：實體配送網路設計；需求不確定；隨機規劃；樣本平均近似法；Physical distribution network design；Demand uncertainty；Stochastic programming；Sample average approximation
原始連結：連回原系統網址new window
相關次數：
  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:1
  • 共同引用共同引用:4
  • 點閱點閱:36
本研究探討隨機實體配送網路設計問題，考量隨機需求不確定性、運輸成本規模經濟及供給過剩與不足等實務營運情況。以兩階段隨機規劃方法，構建問題之數學模型，目標為尋求總成本最小，主要決策為求取最佳之設施位址、運輸配送路網、運送流量及設施點供給過剩或不足的配置。為使模型能應用於實際大型問題，本研究以樣本平均近似法之概念為基礎，發展一求解演算法。最後設計一案例，對所提模型及演算法進行測試。結果顯示，模型具實用性及可行性；演算法具運算效率，且能確保求解的品質。
This study addressed the stochastic physical distribution network design problem, considering demand randomness, economies of scale in transportation costs, and supply shortage/surplus at facilities in order to reflect the practical operations. The problem is formulated as a two-stage stochastic program. The objective function is to minimize the total cost and the decisions are to determine the optimal facility location, distribution network, flow allocation, and supply shortage/surplus at facilities. In order to enable the application in the real-size large-scale problem, a solution algorithm based on the Sample Average Approximation technique was developed to solve the proposed model. An illustrative example was created to test the proposed model and solution algorithm. The results show that the model is practically implementable and the algorithm is efficient while ensuring the quality of solution.
期刊論文
1.Yang, T.-H.(2009)。Stochastic Air Freight Hub Location and Flight Routes Planning。Applied Mathematical Modeling，33(12)，4424-4430。  new window
2.Yang, T.-H.(2010)。A Two-Stage Stochastic Model for Airline Network Design with Uncertain Demand。Transportmetrica，6(3)，187-213。  new window
3.湯慶輝(20090300)。隨機性班機延誤下穩健最佳化機門指派之研究。中國土木水利工程學刊，21(1)，61-71。  延伸查詢new window
4.盧宗成、古澤民、胡書豪(20130300)。緊急救災物資配送中心區位選擇模式。運輸學刊，25(1)，65-90。new window  延伸查詢new window
5.顏上堯、李旺蒼、施佑林(20070900)。路徑基礎類粒子群最佳化演算法於求解含凹形節線成本最小成本轉運問題之研究。運輸計劃，36(3)，393-423。new window  延伸查詢new window
6.顏上堯、杜宇平、張耿宗(20050900)。變動需求下貨櫃船排艙最佳化之研究。運輸計劃，34(3)，355-389。new window  延伸查詢new window
7.顏上堯、齊志仁、湯慶輝(20050300)。隨機需求下多目標長途客運排程模式之研究。運輸計劃，34(1)，93-117。new window  延伸查詢new window
8.Ahmadi-Javid, Amir、Azad, Nader(2010)。Incorporating Location, Routing and Inventory Decisions in Supply Chain Network Design。Transportation Research Part E: Logistics and Transportation Review，46(5)，582-597。  new window
9.Alumur, S. A.、Nickel, S.、Saldanha-da-Gama, F.(2012)。Hub Location under Uncertainty。Transportation Research Part B: Methodological，46(4)，529-543。  new window
10.Ambrosino, D.、Scutellà, M. G.(2005)。Distribution Network Design: New Problems and Related Models。European Journal of Operational Research，165(3)，610-624。  new window
11.Amiri, A.(2006)。Designing a Distribution Network in a Supply Chain System: Formulation and Efficient Solution Procedure。European Journal of Operational Research，171(2)，567-576。  new window
12.Averbakh, I.、Berman, O.(2000)。Minmax Regret Median Location on a Network under Uncertainty。INFORMS Journal on Computing，12(2)，104-110。  new window
13.Contreras, I.、Cordeau, J. F.、Laporte, G.(2011)。Stochastic Uncapacitated Hub Location。European Journal of Operational Research，212(3)，518-528。  new window
14.Current, J.、Ratick, S.、ReVelle, C.(1998)。Dynamic Facility Location when the Total Number of Facilities is Uncertain: A Decision Analysis Approach。European Journal of Operational Research，110(3)，597-609。  new window
15.Guericke, S.、Koberstein, A.、Schwartz, F.、Voß, S.(2012)。A Stochastic Model for the Implementation of Postponement Strategies in Global Distribution Networks。Decision Support Systems，53(2)，294-305。  new window
16.Kleywegt, A. J.、Shapiro, A.、Homem-De-Mello, T.(2001)。The Sample Average Approximation Method for Stochastic Discrete Optimization。SIAM Journal of Optimization，12(2)，479-502。  new window
17.Lin, J.-R.、Nozick, L. K.、Turnquist, M. A.(2006)。Strategic Design of Distribution Systems with Economies of Scale in Transportation。Annals of Operations Research，144(1)，161-180。  new window
18.Mo, Y.、Harrison, T. P.、Barton, R. R.(2011)。Solving Stochastic Programming Models in Supply Chain Design Using Sampling Heuristics。IMA Journal of Management Mathematics，22(1)，65-77。  new window
19.Mohammadi Bidhandi, H. M.、Yusuff, R. M.(2011)。Integrated Supply Chain Planning under Uncertainty Using an Improved Stochastic Approach。Applied Mathematical Modelling，35(6)，2618-2630。  new window
20.Nagar, L.、Jain, K.(2008)。Supply Chain Planning Using Multi-stage Stochastic Programming。Supply Chain Management: An International Journal，13(3)，251-256。  new window
21.Santoso, Tjendera、Ahmed, S.、Goetschalckx, M.、Shapiro, A.(2005)。A Stochastic Programming Approach for Supply Chain Network Design under Uncertainty。European Journal of Operational Research，167(1)，96-115。  new window
22.Serra, D.、Ratick, S.、ReVelle, C.(1996)。The Maximum Capture Problem with Uncertainty。Environment and Planning: Planning & design，23(1)，49-59。  new window
23.Tsiakis, P.、Shah, N.、Pantelides, C. C.(2001)。Design of Multi-echelon Supply Chain Networks under Demand Uncertainty。Industrial & Engineering Chemistry Research，40(16)，3585-3604。  new window
24.Verweij, B.、Ahmed, S.、Kleywegt, A. J.、Nemhauser, G.、Shapiro, A.(2003)。The Sample Average Approximation Method for Applied to Stochastic Routing Problems。Computational Optimization and Applications，24(2-3)，289-333。  new window
25.Weaver, J. R.、Church, R. L.(1983)。Computational Procedures for Location Problems on Stochastic Networks。Transportation Science，17(2)，168-180。  new window
26.Melo, M. T.、Nickel, S.、Saldanha-da-Gama, F.(2009)。Facility Location and Supply Chain Management: A Review。European Journal of Operational Research，196(1)，401-412。  new window
27.Chopra, Sunil(2003)。Designing the Distribution Network in a Supply Chain。Transportation Research Part E: Logistics and Transportation Review，39(2)，123-140。  new window
28.Snyder, L. V.(2006)。Facility Location under Uncertainty: A Review。IIE Transactions，38(7)，547-564。  new window
29.Klose, Andreas、Drexl, Andreas(2005)。Facility Location Models for Distribution System Design。European Journal of Operational Research，162(1)，4-29。  new window
圖書論文
1.Wets, R. J. B.(1989)。Chapter VIII Stochastic Programming。Handbooks in Operations Research and Management Science, 1: Optimization。New York：Elsevier。  new window
2.Ruszczyński, A.、Shapiro, A.(2003)。Stochastic Programming Models。Stochastic Programming。Elsevier。  new window
3.Shapiro, A.(2003)。Monte Carlo Sampling Methods。Handbook in Operations Research and Management Science, 10: Stochastic Programming。New York：Elsevier。  new window
 
 
 
 
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