An elitist genetic algorithm for the maximum independent set problem

被引:0
|
作者
Taranenko, A [1 ]
Vesel, A [1 ]
机构
[1] Univ Maribor, PEF, SI-2000 Maribor, Slovenia
关键词
genetic algorithm; maximum independent set; elitist strategy;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Genetic algorithms are a computational paradigm belonging to the class of optimization techniques known as evolutionary computation. They have been implemented successfully to solve many difficult optimization problems. We have developed a new genetic algorithm for the maximum independent set problem based on the elitist strategy. The algorithm presented in this paper is tested on the so-called DIMACS benchmark graphs. The effectiveness of the algorithm is very satisfactory since it outperforms in most cases the genetic algorithms for the maximum independent set problem reported in literature.
引用
收藏
页码:373 / 378
页数:6
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