An intermodal transport network planning algorithm using dynamic programming

被引:0
|
作者
Cho, Jae Hyung [1 ]
Kim, Hyun Soo [2 ]
Choi, Hyung Rim [2 ]
Park, Nam Kyu [3 ]
Kang, Moo Hong [2 ]
机构
[1] Pusan Univ Foreign Studies, Sch Int Business & Area Studies, 55-1 Uam Dong, Pusan 608738, South Korea
[2] Dong A Univ, Dept Management Informat Sci, Busan 604714, South Korea
[3] Tongmyong Univ, Dept Distribut Management, Busan 608711, South Korea
关键词
intermodal freight routing problem; dynamic programming; WCSPP model; label setting algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a dynamic programming algorithm to draw optimal intermodal freight routing with regard to international logistics of container cargo for export and import. This study looks into the characteristics of intermodal transport using two or more modes, and presents a Weighted Constrained Shortest Path Problem (WCSPP) model. This study draws a Pareto optimal solution that can simultaneously meet two objective functions by applying the Label Setting algorithm, one of the Dynamic Programming algorithms, after setting feasible area using the objective function values drawn in the model. To improve the algorithm performance, pruning rules have also been presented. The algorithm is applied to real transport paths from Busan to Rotterdam. This study quantitatively measures the savings effect of transport cost and time by comparing single transport modes with existin intermodal transport paths. Lastly, this study applies the multiple Pareto optimal solutions drawn, to a mathematical model and MADM model, and compares the two evaluation methods as a means to evaluate the solutions.
引用
收藏
页码:1012 / +
页数:2
相关论文
共 50 条
  • [1] An intermodal transport network planning algorithm using dynamic programming—A case study: from Busan to Rotterdam in intermodal freight routing
    Jae Hyung Cho
    Hyun Soo Kim
    Hyung Rim Choi
    [J]. Applied Intelligence, 2012, 36 : 529 - 541
  • [2] An intermodal transport network planning algorithm using dynamic programming-A case study: from Busan to Rotterdam in intermodal freight routing
    Cho, Jae Hyung
    Kim, Hyun Soo
    Choi, Hyung Rim
    [J]. APPLIED INTELLIGENCE, 2012, 36 (03) : 529 - 541
  • [3] Planning based on Dynamic Bayesian Network algorithm Using Dynamic Programming and Variable Elimination
    Jung, Sungmin
    Moon, Gyubok
    Kim, Yongjun
    Oh, Kyungwhan
    [J]. PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOTS AND AGENTS, 2009, : 87 - 92
  • [4] Model for Bus Line Planning in an Intermodal Urban Transport Network
    Costescu, Dorinela
    Olteanu, Sergiu
    Roman, Eugenia Alina
    [J]. 15TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING, 2022, 386 : 672 - 683
  • [5] A Dynamic Programming Algorithm for Reliable Network Design
    Elshqeirat, Basima
    Soh, Sieteng
    Rai, Suresh
    Lazarescu, Mihai
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 2014, 63 (02) : 443 - 454
  • [6] Dynamic Location Area Planning in Cellular Network using Apriori Algorithm
    Prajapati, N. B.
    Kathiriya, D. R.
    [J]. 2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL INSTRUMENTATION AND CONTROL (ICIC), 2015, : 660 - 662
  • [7] Robust Tabu Search Algorithm for Planning Rail-Truck Intermodal Freight Transport
    Bozejko, Wojciech
    Grymin, Radoslaw
    Jagiello, Szymon
    Pempera, Jaroslaw
    [J]. COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2016, 2016, 9842 : 289 - 299
  • [8] Network design for intermodal barge transport
    Konings, R
    [J]. WATER TRANSPORTATION, PORTS, AND INTERNATIONAL TRADE, 2003, (1820): : 17 - 25
  • [9] Power distribution network expansion scheduling using dynamic programming genetic algorithm
    Carrano, E. G.
    Cardoso, R. T. N.
    Takahashi, R. H. C.
    Fonseca, C. M.
    Neto, O. M.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2008, 2 (03) : 444 - 455
  • [10] Management of logistics operations in intermodal terminals by using dynamic modelling and nonlinear programming
    Alessandri, Angelo
    Cervellera, Cristiano
    Cuneo, Marta
    Gaggero, Mauro
    Soncin, Giuseppe
    [J]. MARITIME ECONOMICS & LOGISTICS, 2009, 11 (01) : 58 - 76