Matheuristics for the single-path design-balanced service network design problem

被引:14
|
作者
Li, Xiangyong [1 ]
Wei, Kai [1 ]
Aneja, Y. P. [2 ]
Tian, Peng [3 ]
Cui, Youzhi [4 ]
机构
[1] Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
[2] Univ Windsor, Odette Sch Business, Windsor, ON, Canada
[3] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
[4] IBM China, 399 Keyuan Rd, Shanghai 201203, Peoples R China
关键词
Service network design; Design-balanced constraints; Single-path constraints; Local branching; Relaxation induced neighborhood search; CYCLE-BASED NEIGHBORHOODS; DELIVERY; MODELS;
D O I
10.1016/j.cor.2016.07.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We introduce and study the single-path design-balanced service network design problem, where flow of a commodity must use only one path from origin to destination. We present an arc-based formulation. We propose two approaches respectively based on matheuristics: local branching and relaxation induced neighborhood search. These approaches hybridize metaheuristic strategies and mathematical programming, and use an idea of defining neighborhoods as small mixed integer programs (MIP), and exploring neighborhoods using MIP solvers. We also present an implementation combining these two approaches. In addition, we propose a Lagrangian heuristic to generate a starting solution. Our computational results demonstrate effectiveness of these approaches. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:141 / 153
页数:13
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