Basic variable neighborhood search for the minimum sitting arrangement problem

被引:4
|
作者
Pardo, Eduardo G. [1 ]
Garcia-Sanchez, Antonio [2 ]
Sevaux, Marc [3 ]
Duarte, Abraham [1 ]
机构
[1] Univ Rey Juan Carlos, Dept Comp Sci, Mostoles, Spain
[2] Univ Politecn Madrid, Dept Sistemas Informat, Madrid, Spain
[3] Univ Bretagne Sud, Lab STICC, CNRS, UMR 6285, Lorient, France
关键词
Sitting arrangement problem; Variable neighborhood search; Basic variable neighborhood search; Graph embedding; Linear layout; DIVERSIFICATION; INTENSIFICATION;
D O I
10.1007/s10732-019-09432-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The minimum sitting arrangement (MinSA) problem is a linear layout problem consisting in minimizing the number of errors produced when a signed graph is embedded into a line. This problem has been previously tackled by theoretical and heuristic approaches in the literature. In this paper we present a basic variable neighborhood search (BVNS) algorithm for solving the problem. First, we introduce a novel constructive scheme based on the identification of cliques from the input graph, when only the positive edges are considered. The solutions obtained by the constructive procedure are then used as a starting point for the proposed BVNS algorithm. Efficient implementations of the several configurations of the local search procedure within the BVNS are described. The algorithmic proposal is then compared with previous approaches in the state of the art for the MinSA over different sets of referred instances. The obtained results supported by non-parametric statistical tests, indicate that BVNS can be considered as the new state-of-the-art algorithm for the MinSA.
引用
收藏
页码:249 / 268
页数:20
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