A new iterated local search algorithm for the cyclic bandwidth problem

被引:11
|
作者
Ren, Jintong [1 ]
Hao, Jin-Kao [1 ,2 ]
Rodriguez-Tello, Eduardo [3 ]
Li, Liwen [4 ]
He, Kun [4 ]
机构
[1] Univ Angers, LERIA, 2 Blvd Lavoisier, F-49045 Angers, France
[2] Inst Univ France, 1 Rue Descartes, F-75231 Paris, France
[3] Cinvestav Tamaulipas, Km 5-5 Carretera Victoria Soto Marina, Victoria Tamps 87130, Mexico
[4] Huazhong Univ Sci & Technol, 1037 Luoyu Rd, Wuhan 430074, Hubei, Peoples R China
关键词
Heuristic; Computational methods; Cyclic bandwidth minimization; Graph labeling; Combinatorial optimization; GRAPHS; BOUNDS;
D O I
10.1016/j.knosys.2020.106136
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Cyclic Bandwidth Problem is an important graph labeling problem with numerous applications. This work aims to advance the state-of-the-art of practically solving this computationally challenging problem. We present an effective heuristic algorithm based on the general iterated local search framework and integrating dedicated search components. Specifically, the algorithm relies on a simple, yet powerful local optimization procedure reinforced by two complementary perturbation strategies. The local optimization procedure discovers high-quality solutions in a particular search zone while the perturbation strategies help the search to escape local optimum traps and explore unvisited areas. We present intensive computational results on 113 benchmark instances from 8 different families, and show performances that are never achieved by current best algorithms in the literature. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:11
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