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改进的表面响应模型及其在电磁装置优化设计中的应用 被引量:5

An improved response surface model and its applications in the fast and global optimizations of electromagnetic devices
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摘要 根据实际工程问题的特点,对现有表面响应模型进行了改进研究,然后将其与禁忌算法相结合,提出了应用于电磁装置优化设计的一种快速全局优化算法,得以解决随机类全局优化算法对计算机资源过度需求这一“瓶颈”问题。实际算例表明,改进算法的计算效率和可靠性均优于原算法,可广泛推广应用于实际电磁装置的优化设计。 A fast and efficient global optimal design technique based on the combination of the Response Surface Model (RSM) using improved Radial Basis Functions (RBF) and a tabu search method is proposed. Computer simulation results on a practical engineering design problem are presented to demonstrate the efficiency and robustness of the proposed algorithm.
出处 《电机与控制学报》 EI CSCD 北大核心 2003年第3期195-197,201,共4页 Electric Machines and Control
关键词 表面响应模型 电磁装置 优化设计 禁忌算法 电磁场 数值计算 response surface models tabu search method global optimization optimal design
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