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

COMPEL Pub Date : 2024-04-02 DOI:10.1108/compel-10-2023-0503
Takahiro Sato, Kota Watanabe
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Abstract

Purpose

There 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/approach

This 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.

Findings

Through 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/value

The proposed topology optimization method is applicable to the conductor design problems in that the connectivity of the shapes is strongly required.

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基于进化开/关法和 CMA-ES 的片上平面电感器拓扑优化
目的将进化拓扑优化方法应用于导体几何设计问题的报道很少。本文旨在提出一种应用于片上电感器模型导体设计问题的进化拓扑优化方法。该方法基于基于归一化高斯网络的进化开/关拓扑优化方法和协方差矩阵自适应进化策略。以片上平面电感器为目标器件,定义了单目标和多目标优化问题。研究结果通过对片上电感器进行单目标和多目标优化,表明基于所提出的方法可以优化电感器的导体形状。
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