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A Modified Genetic Algorithm for Maximum Independent Set Problems

A Modified Genetic Algorithm for Maximum Independent Set Problems
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摘要 genetic algorithm is proposed for maximum independent set problems. A specially designed mutation operato is adopted to search the solution space more efficienily, where adjacen relation of a graph is inte-grated. The DIMACS benchmark graphs are used to test our algorithm, and the results show that the algorithm outper-forms our previous version. Moreover two new low bounds are found for graphs in DIMACS. genetic algorithm is proposed for maximum independent set problems. A specially designed mutation operato is adopted to search the solution space more efficienily, where adjacen relation of a graph is inte-grated. The DIMACS benchmark graphs are used to test our algorithm, and the results show that the algorithm outper-forms our previous version. Moreover two new low bounds are found for graphs in DIMACS.
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1999年第2期5-10,共6页 哈尔滨工业大学学报(英文版)
关键词 Cenetic ALGORITHM MAXIMUM INDEPENDENT set PROBLEM MAXIMUM CLIQUE PROBLEM HEURISTIC ALGORITHM Cenetic algorithm, maximum independent set problem, maximum clique problem, heuristic algorithm
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