An intermodal hub location problem for container distribution in Indonesia

被引:27
作者
Mokhtar, Hamid [1 ]
Redi, A. A. N. Perwira [2 ,3 ]
Krishnamoorthy, Mohan [1 ,2 ]
Ernst, Andreas T. [3 ]
机构
[1] Univ Queensland, Fac Engn Architecture & IT, St Lucia, Qld 4072, Australia
[2] Monash Univ, Dept Mech & Aerosp Engn, Clayton, Vic 3800, Australia
[3] Monash Univ, Sch Math Sci, Clayton, Vic 3800, Australia
关键词
Hub location; Intermodal network design; Container logistics; Network design; ALLOCATION; SINGLE; CONGESTION; ALGORITHMS; MODELS; TIME;
D O I
10.1016/j.cor.2018.08.012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we extend traditional hub location models for an intermodal network design on a sparse network structure. While traditional hub location problems have been employed for developing network designs for many specific applications, their general assumptions - such as full connectivity, uniform transfer mode, and direct connections between access nodes and hubs - restrict their direct applicability to real-world logistics problems in several ways. In many network design contexts, the usage of versatile transfer modes and hubs is required due to different pricing of modes and topological considerations. In this paper, we extend the traditional hub location problem by incorporating three transfer modes and two kinds of hubs. As an important additional modification, we do not assume that the underlying network is fully connected, or that hubs and access nodes are directly connected. The context for our modelling is intermodal container movements in an archipelago. We develop and formulate an intermodal hub location problem. We show that this problem is NP-hard. Furthermore, a dataset for intermodal hub location problem is provided, based on a real-world container distribution problem in Indonesia. This dataset involves three modes of transport and a sparse network structure. We perform computational experiments and analyse our computational results. Our model provides insights for decision making and determining pricing policies for the desired levels of network flow. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:415 / 432
页数:18
相关论文
共 42 条
[1]   p-hub median problem for non-complete networks [J].
Akgun, Ibrahim ;
Tansel, Barbaros C. .
COMPUTERS & OPERATIONS RESEARCH, 2018, 95 :56-72
[2]   Network hub location problems: The state of the art [J].
Alumur, Sibel ;
Kara, Bahar Y. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 190 (01) :1-21
[3]   Multimodal hub location and hub network design [J].
Alumur, Sibel A. ;
Kara, Bahar Y. ;
Karasan, Oya E. .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2012, 40 (06) :927-939
[4]   Modelling a rail/road intermodal transportation system [J].
Arnold, P ;
Peeters, D ;
Thomas, I .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2004, 40 (03) :255-270
[5]   NETWORKING POLICIES FOR HUB-AND-SPOKE SYSTEMS WITH APPLICATION TO THE AIR TRANSPORTATION SYSTEM [J].
AYKIN, T .
TRANSPORTATION SCIENCE, 1995, 29 (03) :201-221
[6]   Twenty-Five Years of Hub Location Research [J].
Campbell, James F. ;
O'Kelly, Morton E. .
TRANSPORTATION SCIENCE, 2012, 46 (02) :153-169
[7]   Hub location for time definite transportation [J].
Campbell, James F. .
COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (12) :3107-3116
[8]  
Campbell JF, 2002, FACILITY LOCATION APPLICATIONS AND THEORY, P373
[9]   INTEGER PROGRAMMING FORMULATIONS OF DISCRETE HUB LOCATION-PROBLEMS [J].
CAMPBELL, JF .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 72 (02) :387-405
[10]   Hub location and the p-hub median problem [J].
Campbell, JF .
OPERATIONS RESEARCH, 1996, 44 (06) :923-935