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A Hybrid Genetic Algorithm with Hyper-mutation and Elitist Strategies for Automated Analog Circuit Design

机译:一种具有超突变和自动模拟电路设计的超突变和精英策略的混合遗传算法

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Analog circuits are of great importance in electronic system design. Considering the lack of simple GA on evolving the analog circuit's components values, this paper proposes a hybrid genetic algorithm with hyper-mutation and elitist strategy. Experimental results show that, the proposed algorithm performs much better than simple GA. This paper proposes an efficient way of automated analog circuit design. It is obvious that, evolutionary methods have significant importance and large potential in analog circuit design automatization.
机译:模拟电路在电子系统设计方面具有重要意义。考虑到在演变模拟电路的组件值方面缺乏简单的GA,本文提出了一种具有超突变和精英策略的混合遗传算法。实验结果表明,所提出的算法比简单的GA更好。本文提出了一种有效的自动模拟电路设计方式。显然,进化方法在模拟电路设计自动化中具有显着的重要性和大量潜力。

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