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논문 기본 정보

자료유형
학술저널
저자정보
Le Xu (Harbin Institute of Technology) Jiaxin You (Harbin Institute of Technology) Haidan Yu (Harbin Institute of Technology) Huimin Liang (Harbin Institute of Technology)
저널정보
한국자기학회 Journal of Magnetics Journal of Magnetics Vol.21 No.4
발행연도
2016.12
수록면
660 - 665 (6page)

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초록· 키워드

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The electromagnetic apparatus plays an important role in high power electrical systems. It is of great importance to provide an effective approach for the optimization of the high power electromagnetic apparatus. However, premature convergence and few Pareto solution set of the optimization for electromagnetic apparatus always happen. This paper proposed a modified multi-objective particle swarm optimization algorithm based on the niche sorting strategy. Applying to the modified algorithm, this paper guarantee the better Pareto optimal front with an enhanced distribution. Aiming at shortcomings in the closing bounce and slow breaking velocity of electromagnetic apparatus, the multi-objective optimization model was established on the basis of the traditional optimization. Besides, by means of the improved multi-objective particle swarm optimization algorithm, this paper processed the model and obtained a series of optimized parameters (decision variables). Compared with other different classical algorithms, the modified algorithm has a satisfactory performance in the multi-objective optimization problems in the electromagnetic apparatus.

목차

1. Introduction
2. Multi-objective Particle SwarmOptimization algorithm based on the niche sorting
3. The Optimization of the Electromagnetic Dynamic Characters Based on NSMOPSO
4. Conclusions
References

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UCI(KEPA) : I410-ECN-0101-2017-428-001930206