A topology optimization of on-chip planar inductor based on evolutional on/off method and CMA-ES

被引:0
作者
Sato, Takahiro [1 ]
Watanabe, Kota [1 ]
机构
[1] Grad Sch Engn Univ, Muroran Inst Technol, Muroran, Japan
关键词
Covariance matrix adaptation evolution strategy; Planar inductor; On-chip inductor; Topology optimization;
D O I
10.1108/COMPEL-10-2023-0503
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
PurposeThere are few reports that evolutional topology optimization methods are applied to the conductor geometry design problems. This paper aims to propose an evolutional topology optimization method is applied to the conductor design problems of an on-chip inductor model.Design/methodology/approachThis paper presents a topology optimization method for conductor shape designs. This method is based on the normalized Gaussian network-based evolutional on/off topology optimization method and the covariance matrix adaptation evolution strategy. As a target device, an on-chip planer inductor is used, and single- and multi-objective optimization problems are defined. These optimization problems are solved by the proposed method.FindingsThrough the single- and multi-objective optimizations of the on-chip inductor, it is shown that the conductor shapes of the inductor can be optimized based on the proposed methods.Originality/valueThe proposed topology optimization method is applicable to the conductor design problems in that the connectivity of the shapes is strongly required.
引用
收藏
页码:920 / 931
页数:12
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