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

机译:具有超突变和精英策略的混合遗传算法,用于自动化模拟电路设计

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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中非常重要。考虑到在简化模拟电路的元件值方面缺乏简单的遗传算法,本文提出了一种具有超变异和精英策略的混合遗传算法。实验结果表明,该算法比简单遗传算法具有更好的性能。本文提出了一种有效的自动化模拟电路设计方法。显然,进化方法在模拟电路设计自动化中具有重要的意义和巨大的潜力。

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