Exact and heuristic approaches for the cycle hub location problem

被引:32
|
作者
Contreras, Ivan [1 ,2 ]
Tanash, Moayad [1 ,2 ]
Vidyarthi, Navneet [1 ,2 ]
机构
[1] Concordia Univ, Montreal, PQ H3G 1M8, Canada
[2] Interuniv Res Ctr Enterprise Networks Logist & Tr, Montreal, PQ H3G 1M8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Hub location; Cycles; Branch-and-cut; GRASP; RING-STAR PROBLEM; MEDIAN PROBLEM; BENDERS DECOMPOSITION; SINGLE ASSIGNMENT; CUT ALGORITHM; TABU-SEARCH; NETWORK; DESIGN; TREE; FORMULATIONS;
D O I
10.1007/s10479-015-2091-2
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present solution algorithms for the cycle hub location problem (CHLP), which seeks to locate p hub facilities that are connected by means of a cycle, and to assign non-hub nodes to hubs so as to minimize the total cost of routing flows through the network. This problem is useful in modeling applications in transportation and telecommunications systems, where large setup costs on the links and reliability requirements make cycle topologies a prominent network architecture. We present a branch-and-cut algorithm that uses a flow-based formulation and two families of mixed-dicut inequalities as a lower bounding procedure at nodes of the enumeration tree. We also introduce a metaheuristic based on greedy randomized adaptive search procedure to obtain initial upper bounds for the exact algorithm and to obtain feasible solutions for large-scale instances of the CHLP. Numerical results on a set of benchmark instances with up to 100 nodes and 8 hubs confirm the efficiency of the proposed solution algorithms.
引用
收藏
页码:655 / 677
页数:23
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