英文摘要
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Taking Taiwanese animal feed industry as an example, this paper explores how to construct a computerized vehicle routes planning system that conforms to the company's policy, meets customer needs, driver's willingness to transport, and hardware environment restrictions, and reduces the overall transportation cost. Using the methods and tools of systems analysis and design, this study starts with the following dimensions to carry out systematic planning and design: (1) the review and formulation of company policy: with the introduction of new planning technologies and concepts, a systematic review and re-engineering of the company's policies is carried out; (2) data collection: to meet the driver's willingness and the customer needs, this study obtains the driver's willing and customer needs through individual interviews and questionnaires; (3) construction of the transportation network data: the tools and technology of electronic maps, global positioning system and statistical regression analysis are used in constructing the transportation network data; and instead of the traditional use of distance, the transportation time is used; (4) solution of the core problem: with the concept of initialized dispatching, a new cluster-first route-second heuristic combined with random search mechanism is proposed to solve the core problem of multi-compartment vehicle routing; (5) linkage and testing of the system: design the interfaces between the system and the relevant systems within the company, and then perform the system testing.
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参考文献
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林高正,曾文宏,陳建甫,蔡巧卿(2018)。以混合基因演算法求解多桶格車輛途程問題。管理資訊計算,7(S1),126-136。
連結:
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林高正,曾文宏,陳建甫,蔡巧卿(2017)。以先集群再定路線法求解多桶格車輛途程問題。管理資訊計算,6(S1),149-160。
連結:
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Ahuja, R.K.,Magnanti, T.L.,Orlin, J.B.(1993).Network Flows: Theory, Algorithms, and Applications.New Jersey:Prentice-Hall.
-
Ball, M.O.(ed.),Magnanti, T.L.(ed.),Monma, C.L.(ed.),Nemhauser, G.L.(ed.)(1995).Handbooks in Operations Research and Management Science, Volume 8: Network Routing.Amsterdam:Elsevier Science.
-
Christofides, N.(1976).,Pittsburgh:Carnegie-Mellon University.
-
Dell’Amico, M.(ed.),Maffioli, F.(ed.),Martello, S.(ed.)(1997).Annotated Bibliographies in Combinatorial Optimization.Chichester:Wiley.
-
Golden, B.(ed.),Raghavan, S.(ed.),Wasil, E.(ed.)(2008).The Vehicle Routing Problem: Latest Advances and New Challenges.New York:Springer.
-
Golden, B.L.(ed.),Assad, A.A.(ed.)(1988).Vehicle Routing: Methods and Studies.Amsterdam:North-Holland.
-
Han, J.,Kamber, M.,Pei, J.(2011).Data Mining: Concepts and Techniques.San Francisco:Morgan Kaufmann Publishers.
-
Horowitz, E.,Sahni, S.,Rajasrkaran, S.(1997).Computer Algorithms/C++.New York:Computer Science Press.
-
Laporte, G.(1992).The vehicle routing problem: An overview of exact and approximate algorithms.European Journal of Operational Research,59(3),345-358.
-
Montgomery, D.C.,Peck, E.A.,Vining, G.G.(2001).Introduction to Linear Regression Analysis.New York:John Wiley & Sons.
-
Prim, R.C.(1957).Shortest connection networks and some generalizations.Bell System Technical Journal,36,1389-1401.
-
Reinelt, G.(1994).The Traveling Salesman: Computational Solutions for TSP Applications.Berlin:Springer-Verlag.
-
Toth, P.(ed.),Vigo, D.(ed.)(2002).The Vehicle Routing Problem.Philadelphia:Society for Industrial and Applied Mathematics.
-
Toth, P.(ed.),Vigo, D.(ed.)(2014).Vehicle Routing: Problems, Methods, and Applications.Philadelphia, PA:Society for Industrial and Applied Mathematics.
-
Toth, P.,Vigo, D.(2002).Models, relaxations and exact approaches for the capacitated vehicle routing problem.Discrete Applied Mathematics,123,487-512.
-
Whitten, J.L.,Bentley, L.D.,Dittman, K.C.(2004).Fundamentals of Systems Analysis and Design Methods.Boston:McGraw-Hill.
-
台北市飼料及動物用藥商業同業公會(2005).飼料管理手冊.台北市:台北市飼料及動物用藥商業同業公會.
-
行政院農業委員會 (2006),94 年臺灣地區配合飼料產量調查報告,中華民國行政院農業委員會,台北市。
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