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A Robust and Computationally Efficient Optimal Design Algorithm of Electromagnetic Devices using Adaptive Response Surface MethodA Robust and Computationally Efficient Optimal Design Algorithm of Electromagnetic Devices using Adaptive Response Surface Method
- Other Titles
- A Robust and Computationally Efficient Optimal Design Algorithm of Electromagnetic Devices using Adaptive Response Surface Method
- Authors
- Yanli Zhang; Hee Sung Yoon; Pan-Seok Shin; 고창섭
- Issue Date
- 2008
- Publisher
- 대한전기학회
- Keywords
- Adaptive Response Surface Method; Latin Hypercube Design; Optimal Design; Pareto Optimization.
- Citation
- Journal of Electrical Engineering & Technology, v.3, no.2, pp.207 - 212
- Journal Title
- Journal of Electrical Engineering & Technology
- Volume
- 3
- Number
- 2
- Start Page
- 207
- End Page
- 212
- ISSN
- 1975-0102
- Abstract
- This paper presents a robust and computationally efficient optimal design algorithm forelectromagnetic devices by combining an adaptive response surface approximation of the objective function and (1+λis successively reduced with the iteration, and Pareto-optimal sampling points are generated by using Latin hypercube design with the Max Distance and Min Distance criteria. The proposed algorithm is applied to an analytic example and TEAM problem 22, and its robustness and computational efficiency are investigated.
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