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Harmony Search method-based multi-modal optimal design of a wind generator
- Authors
- Gao, Xiaozhi; Wang, Xiaolei; Zenger, Kai; Wang, Xiaofeng; Zhang, Jun
- Issue Date
- Nov-2013
- Publisher
- IEEE
- Keywords
- Deterministic Crowding (DC); fitness sharing; Harmony Search (HS) method; multi-modal optimization, wind generator design; niching technique
- Citation
- IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, pp 2887 - 2892
- Pages
- 6
- Indexed
- SCI
SCOPUS
- Journal Title
- IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society
- Start Page
- 2887
- End Page
- 2892
- ISSN
- 1553-572X
- Abstract
- The Harmony Search (HS) method is an emerging meta- heuristic optimization algorithm. However, it is generally not so efficient in handling multi-modal optimization problems, in which instead of only a single optimum, multiple optima need to be found. In our paper, a novel HS method based on the niching technique (deterministic crowding), n-HS, is presented to overcome this shortcoming. The n-HS is further applied to deal with the multi-modal optimal design of a wind generator. © 2013 IEEE.
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Related Researcher
- ZHANG, Jun
- ERICA 공학대학 (SCHOOL OF ELECTRICAL ENGINEERING)