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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.7 No.4
- 발행연도
- 2012.7
- 수록면
- 530 - 537 (8page)
이용수
초록· 키워드
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In the recent past, genetic algorithm (GA) and evolutionary optimization scheme have become increasingly popular for the design of electromagnetic (EM) devices. However, the conventional GA suffers from computational drawback and parameter dependency when applied to a computationally expensive problem, such as practical EM optimization design. To overcome these issues, a hybrid optimization scheme using GA in conjunction with Kriging is proposed. The algorithm is validated by using two mathematical problems and by optimizing rotor structure of interior permanent magnet synchronous machine.
목차
Abstract
1. Introduction
2. Genetic Algorithm
3. Kriging Model
4. Proposed Algorithm
5. Numerical Test and Result
6. Conclusion
Appendix
References
참고문헌 (11)
참고문헌 신청
1. [학술지(정기간행물)] - Hui Li / 2009 / Optimization of Multibrid Permanent-Magnet Wind Generator Systems / IEEE Trans. Energy Convers. 24 (1) : 82 ~ 92
2. [학술지(정기간행물)] - S. Wang / 2009 / Multilevel Optimization for Surface Mounted PM Machine Incorporating With FEM / IEEE Trans. Magn 45 (10) : 4700 ~ 4703
3. [학술지(정기간행물)] - T. Maruyama / 2008 / An Effective Robust Optimization Based on Genetic Algorithm / IEEE Trans. Magn. 44 (6) : 990 ~ 993
4. [학술지(정기간행물)] - Hong-Kyu Kim / 2009 / Approximation Model-Assisted Optimization Technique to Improve Capacitive Current Interrupting Performance of Gas Circuit Breaker / IEEE Trans. Magn 45 (3) : 1574 ~ 1577
5. [학술지(정기간행물)] - Eng Swee Siah / 2004 / Fast parameter optimization of large-scale electromagnetic objects using DIRECT with Kriging metamodeling / IEEE Trans. Microwave Theory Tech. 52 (1) : 276 ~ 285
2. [학술지(정기간행물)] - S. Wang / 2009 / Multilevel Optimization for Surface Mounted PM Machine Incorporating With FEM / IEEE Trans. Magn 45 (10) : 4700 ~ 4703
3. [학술지(정기간행물)] - T. Maruyama / 2008 / An Effective Robust Optimization Based on Genetic Algorithm / IEEE Trans. Magn. 44 (6) : 990 ~ 993
4. [학술지(정기간행물)] - Hong-Kyu Kim / 2009 / Approximation Model-Assisted Optimization Technique to Improve Capacitive Current Interrupting Performance of Gas Circuit Breaker / IEEE Trans. Magn 45 (3) : 1574 ~ 1577
5. [학술지(정기간행물)] - Eng Swee Siah / 2004 / Fast parameter optimization of large-scale electromagnetic objects using DIRECT with Kriging metamodeling / IEEE Trans. Microwave Theory Tech. 52 (1) : 276 ~ 285
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