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Mean field annealing (MFA) and optimal design of electromagnetic devices

机译:平均场退火(MFA)和电磁设备的优化设计

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摘要

This paper presents an optimal design method by means of mean field annealing (MFA). The mean field theory (MFT) is introduced, and a certain MFA application extension based on Peierls inequality is explained in detail, the critical temperature that is important for classes of problem while applying MFA is discussed. With MFA, the optimal size design of electromagnetic device is carried out. The results are compared with two existing algorithms, the modified simulated annealing (MSA) and one-variable stochastic simulated annealing based MFA (S-MFA), in both operating cost and final quantities. To modify the final results to reach the global optimum, Hooke-Jeeves pattern search method is adopted. Favorable results show the effectiveness of the proposed scheme.
机译:本文提出了一种借助平均场退火(MFA)的最佳设计方法。介绍了平均场理论(MFT),并详细解释了基于Peierls不等式的MFA应用扩展,讨论了在应用MFA时对于问题类别至关重要的临界温度。使用MFA,可以进行电磁设备的最佳尺寸设计。将结果与两种现有算法进行了比较,包括改进的模拟退火(MSA)和基于变量的随机变量模拟退火MFA(S-MFA),包括运营成本和最终数量。为了修改最终结果以达到全局最优,采用了Hooke-Jeeves模式搜索方法。良好的结果表明了该方案的有效性。

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