An adaptive response surface method combined with (1+lambda) evolution algorithm and its application to optimal design of electromagnetic devices
文献类型：会议论文
| 作者 | Zhang YL(张艳丽); He HJ(何厚键); Chang Seop Koh |
| 出版日期 | 2010 |
| 会议名称 | 2010 5th IEEE Conference on Industrial Electronics and Applications (ICIEA 2010) |
| 会议日期 | June 15-17, 2010 |
| 会议地点 | Taichung, Taiwan, China |
| 关键词 | central composite design evolution algorithm Latin hybercube design Pareto-optimization response surface method |
| 页码 | 2216-2220 |
| 中文摘要 | This paper presents a global optimization algorithm combining an adaptive response surface approximation of the objective function and (1+lambda) evolution algorithm. In the adaptive approximation, an optimal Latin hypercube sampling strategy based on multi-objective Pareto optimization is developed to obtain the sampling data in the design variable space, and multiquadric radial basis function is employed to construct the response surface. The proposed method is tested and applied to the optimal design of permanent magnet linear synchronous motors. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 2 |
| 会议录 | 2010 5th IEEE Conference on Industrial Electronics and Applications (ICIEA 2010)
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| 会议录出版者 | IEEE |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-5045-9 |
| WOS记录号 | WOS:000293666500096 |
| 源URL | [http://ir.sia.cn/handle/173321/8321]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室 |
| 推荐引用方式 GB/T 7714 | Zhang YL,He HJ,Chang Seop Koh. An adaptive response surface method combined with (1+lambda) evolution algorithm and its application to optimal design of electromagnetic devices[C]. 见:2010 5th IEEE Conference on Industrial Electronics and Applications (ICIEA 2010). Taichung, Taiwan, China. June 15-17, 2010. |
入库方式： OAI收割
来源：沈阳自动化研究所
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