The Transactions of the Korean Institute of Electrical Engineers A (대한전기학회논문지:전력기술부문A)

The Korean Institute of Electrical Engineers (대한전기학회)
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Maintenance Scheduling using a Genetic Algorithm with New Crossover Operators

유전알고리즘을 이용한 발전계통의 보수계획 수립

  • 정정원 (경성대 전기전자컴퓨터공학부) ;
  • 김정익 (경성대 전기공학과)
  • Published : 1999.05.01
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Abstract

The Maintenance scheduling is one of the mid-term scheduling problems systems. There have been many methods for this problem, but there is no effective way to treat all the generators simultaneously. In this paper, we apply a genetic algorithm(GA) to the maintenance scheduling problem. We proposed new crossover operators(BOX type crossover) to improve searching ability of GA. Satisfactory results are obtained by GA with the proposed corssover operators.

Keywords