• 제목/요약/키워드: Generation-apart Elitism

검색결과 3건 처리시간 0.015초

Valve Point 효과가 고려된 경제급전에서의 유전알고리즘 응용 (Genetic Algorithm Based Economic Dispatch with Valve Point Effect)

  • 박종남;박경원;김지홍;김진오
    • 대한전기학회논문지:전력기술부문A
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    • 제48권3호
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    • pp.203-211
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    • 1999
  • This paper presents a new approach on genetic on genetic algorithm to economic dispatch problem for valve point discontinuities. Proposed approach in this paper on genetic algorithms improves the performance to solve economic dispatch problem for valve point discontivuities through improved death penalty method, generation-apart elitism, atavism and sexual selection with sexual distinction. Numerical results on a test system consisting of 13 thermal units show that the proposed approach is faster, more robust and powerful than conventional genetic algorithms.

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개선된 유전 알고리즘을 이용한 경제급전 문제해석 (Economic Dispatch Problem Using Advanced Genetic Algorithms)

  • 박종남;김진오
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 하계학술대회 논문집 D
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    • pp.1106-1108
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    • 1997
  • This paper presents a new approach on genetic algorithms to economic dispatch problem for valve point discontinuities. Proposed approach in this paper on genetic algorithms improves the performance to solve economic dispatch problem for valve point discontinuities through combination in penalty function with death penalty, generation-apart elitism, atavism and heuristic crossover. Numerical results on an actual utility system consisted of 13 thermal units show that the proposed approach is faster and robuster than classical genetic algorithm.

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Valve Point 효과가 고려된 경제급전 문제에서의 유전알고리즘 응용 (Genetic Algorithm Based Economic Dispatch with Valve Point Loading)

  • 박종남;박상기;김진오
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 추계학술대회 논문집 학회본부
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    • pp.172-174
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    • 1996
  • This paper presents a new approach on genetic algorithms to economic dispatch problem for valve point discontinuities. Although it has been already shown that genetic algorithm was more powerful to economic dispatch problem for valve point discontinuities than other optimization algorithms, proposed approach in this paper on genetic algorithms improves the performance to solve economic dispatch problem for valve point discontinuities through combination in penalty function with death penalty, generation-apart elitism and heuristic crossover. Numerical results on an actural utility system consisted of 13 thermal units show that the proposed approach is faster and robuster than the classical genetic algorithm.

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