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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국항공우주학회 International Journal of Aeronautical and Space Sciences International Journal of Aeronautical and Space Sciences Volume.14 Number.4
- 발행연도
- 2013.12
- 수록면
- 341 - 349 (9page)
이용수
이 논문의 연구 히스토리 (2)
2013
Particle Swarm Assisted Genetic Algorithm for the Optimal Design of Flexbeam Sections
Manoj Kuma
,
Dhadwal
,
Kyu Baek Lim
외 2명
International Journal of Aeronautical and Space Sciences
2013.12
학술저널
Optimal Design of Flexbeam Cross-Sections using Particle Swarm Assisted Genetic Algorithm
Manoj Kuma
,
Dhadwal
,
Kyubaek Lim
외 2명
한국항공우주학회 학술발표회 초록집
2013.11
학술대회자료
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초록· 키워드
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This paper considers the optimum design of flexbeam cross-sections for a full-scale bearingless helicopter rotor, using an efficient hybrid optimization algorithm based on particle swarm optimization, and an improved genetic algorithm, with an effective constraint handling scheme for constrained nonlinear optimization. The basic operators of the genetic algorithm, of crossover and mutation, are revisited, and a new rank-based multi-parent crossover operator is utilized. The rank-based crossover operator simultaneously enhances both the local, and the global exploration. The benchmark results demonstrate remarkable improvements, in terms of efficiency and robustness, as compared to other state-of-the-art algorithms. The developed algorithm is adopted for two baseline flexbeam section designs, and optimum cross-section configurations are obtained with less function evaluations, and less computation time.
목차
Abstract
1. Introduction
2. Proposed Approach
3. Results
4. Conclusion
References
참고문헌 (11)
참고문헌 신청
1. [단행본] - Talbi, E. G. / 2009 / Metaheuristics: From Design to Implementation / John Wiley & Sons
2. [학술지(정기간행물)] - Blum, C. / 2003 / Metaheuristics in combinatorial optimization : overview and conceptual comparison / ACM Computing Surveys 35 (3) : 268 ~ 308
3. [학술지(정기간행물)] - Murugan, M. S. / 2007 / Target vector optimization of composite box beam using real-coded genetic algorithm: a decomposition approach / Structural and Multidisciplinary Optimization 33 : 131 ~ 146
4. [학술지(정기간행물)] - Suresh, S. / 2007 / Particle swarm optimization approach for multi-objective composite box-beam design / Composite Structures 81 (4) : 598 ~ 605
5. [학술지(정기간행물)] - Deb, K. / 2000 / An efficient constraint handling method for genetic algorithms / Computer Methods in Applied Mechanics and Engineering 186 (2-4) : 311 ~ 338
2. [학술지(정기간행물)] - Blum, C. / 2003 / Metaheuristics in combinatorial optimization : overview and conceptual comparison / ACM Computing Surveys 35 (3) : 268 ~ 308
3. [학술지(정기간행물)] - Murugan, M. S. / 2007 / Target vector optimization of composite box beam using real-coded genetic algorithm: a decomposition approach / Structural and Multidisciplinary Optimization 33 : 131 ~ 146
4. [학술지(정기간행물)] - Suresh, S. / 2007 / Particle swarm optimization approach for multi-objective composite box-beam design / Composite Structures 81 (4) : 598 ~ 605
5. [학술지(정기간행물)] - Deb, K. / 2000 / An efficient constraint handling method for genetic algorithms / Computer Methods in Applied Mechanics and Engineering 186 (2-4) : 311 ~ 338
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UCI(KEPA) : I410-ECN-0101-2015-550-000977255