• Title/Summary/Keyword: 실세계 토너먼트 선택전략

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Efficient Genetic Algorithm for Resource Constrained Project Scheduling Problem (자원 제약이 있는 프로젝트 스케줄링을 위한 효율적인 유전알고리즘)

  • Lee, Sang-Wook
    • The Journal of the Korea Contents Association
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    • v.11 no.6
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    • pp.59-66
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    • 2011
  • Resource constrained project scheduling problem with multiple resource constraints as well as precedence constraints is well-known as one of the NP-hard problem. Since these problems can't be solved by the deterministic method during reasonable time, the heuristics are generally used for getting a sub-optimal during reasonable time. In this paper, we introduce an efficient genetic algorithm for resource constrained project scheduling problem using crossover which is applying schema theory and real world tournament selection strategy. Experimental results showed that the proposed algorithm is superior to conventional algorithm.