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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한기계학회 Journal of Mechanical Science and Technology Journal of Mechanical Science and Technology Vol.20 No.12
- 발행연도
- 2006.12
- 수록면
- 2,115 - 2,123 (9page)
이용수
초록· 키워드
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The paper deals with the identification of Pareto optimal solutions using GA based coevolution in the context of multiobjective optimization. Coevolution is a genetic process by which several species work with different types of individuals in parallel. The concept of cooperative coevolution is adopted to compensate for each of single objective optimal solutions during genetic evolution. The present study explores the GA based coevolution, and develops prescribed and adaptive scheduling schemes to reflect design characteristics among single objective optimization. In the paper, non-dominated Pareto optimal solutions are obtained by controlling scheduling schemes and comparing each of single objective optimal solutions. The proposed strategies are subsequently applied to a three-bar planar truss design and an energy preserving flywheel design to support proposed strategies.
목차
1. Introduction
2. Coevolution
3. Design Problems
4. Results and Discussion
5. Closing Remarks
Acknowledgments
References
참고문헌 (30)
참고문헌 신청
Fogel, D. B. and Robinson, C. J., 2003, Computational Intelligence, The Experts Speak, Wiley Inter-Science.
Fonseca, C. M. and Fleming, P. J., 1993, "Multiobjective Genetic Algorithms," EEE Colloquium on Genetic Algorithms for Control Systems Engineering.
Haftka, R. T. and Gurdal, Z., 1993, Elements of Structural Optimization, Kluwer Academic Publishers, The Netherlands.
Hajela, P. and Lee, E., 1995, "Genetic Algorithms in Truss Topological Optimization," International Journal of Solids and Structures, Vol.32, No.22, pp.3341~3357.
Horn, J., Nafpliotis, N. and Goldberg, D. E., 1991, "A Niched Pareto Genetic Algorithm for Multiobjective Optimization," Proceedings of IEEE Symposium on Circuits and Systems, pp.2264~2267.
Fonseca, C. M. and Fleming, P. J., 1993, "Multiobjective Genetic Algorithms," EEE Colloquium on Genetic Algorithms for Control Systems Engineering.
Haftka, R. T. and Gurdal, Z., 1993, Elements of Structural Optimization, Kluwer Academic Publishers, The Netherlands.
Hajela, P. and Lee, E., 1995, "Genetic Algorithms in Truss Topological Optimization," International Journal of Solids and Structures, Vol.32, No.22, pp.3341~3357.
Horn, J., Nafpliotis, N. and Goldberg, D. E., 1991, "A Niched Pareto Genetic Algorithm for Multiobjective Optimization," Proceedings of IEEE Symposium on Circuits and Systems, pp.2264~2267.
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UCI(KEPA) : I410-ECN-0101-2009-550-017532018