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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제14권 제5호
- 발행연도
- 2018.1
- 수록면
- 1,237 - 1,253 (17page)
이용수
초록· 키워드
오류제보하기
Harmony search algorithm is an emerging meta-heuristic optimization algorithm, which is inspired by themusic improvisation process and can solve different optimization problems. In order to further improve theperformance of the algorithm, this paper proposes an improved harmony search algorithm. Key parametersincluding harmonic memory consideration (HMCR), pitch adjustment rate (PAR), and bandwidth (BW) areoptimized as the number of iterations increases. Meanwhile, referring to the genetic algorithm, an improvedmethod to generate a new crossover solutions rather than the traditional mechanism of improvisation. Fourcomplex function optimization and pressure vessel optimization problems were simulated using theoptimization algorithm of standard harmony search algorithm, improved harmony search algorithm andexploratory harmony search algorithm. The simulation results show that the algorithm improves the ability tofind global search and evolutionary speed. Optimization effect simulation results are satisfactory.
목차
등록된 정보가 없습니다.
참고문헌 (25)
참고문헌 신청
Z. W. Geem / 2001 / A new heuristic optimization algorithm : harmony search / Simulations 76(2):60~68
H. B. Ouyang / 2014 / Exploration ability study of harmony search algorithm and its modification / Control Theory and Applications 31(1):57~65
D. Manjarres / 2013 / A survey on applications of the harmony search algorithm / Engineering Applications of Artificial Intelligence 26(8):1818~1831
B. Alatas / 2010 / Chaotic harmony search algorithms / Applied Mathematics and Computation 216(9):2687~2699
R. Arul / 2013 / Solving optimal power flow problems using chaotic self-adaptive differential harmony search algorithm / Electric Power Components and Systems 41(8):782~805
H. B. Ouyang / 2014 / Exploration ability study of harmony search algorithm and its modification / Control Theory and Applications 31(1):57~65
D. Manjarres / 2013 / A survey on applications of the harmony search algorithm / Engineering Applications of Artificial Intelligence 26(8):1818~1831
B. Alatas / 2010 / Chaotic harmony search algorithms / Applied Mathematics and Computation 216(9):2687~2699
R. Arul / 2013 / Solving optimal power flow problems using chaotic self-adaptive differential harmony search algorithm / Electric Power Components and Systems 41(8):782~805
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