Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit
Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit
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DOI：
10.1007/978-3-642-38703-6_49
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发表时间：
2013-06
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影响因子：
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通讯作者：
Ting Wu;Jingsong He
中科院分区：
文献类型：
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作者：
Ting Wu;Jingsong He
模拟电路设计非常重要且具有挑战性。在本文中，我们提出了一种基于群交叉的可变长度差分进化（GVDE），用于模拟电路的自动合成。我们展示了使用所提出的 GVDE 获得的两个实验结果，包括低通滤波器和反相放大器。结果表明，GVDE 能够随着可变长度染色体进化，从而允许模拟电路的拓扑和尺寸进化。所提出的 GVDE 是一种用于模拟电路自动合成的有效算法方法。
Analog circuit design is significant and challenging. In this paper, we propose a group-crossover-based variable-length differential evolution (GVDE) for automatic synthesis of analog circuit. We present two experimental results obtained using the proposed GVDE, including a low-pass filter and an inverting amplifier. The results showed that GVDE is able to evolve with variable-length chromosome, which allows both the topology and sizing of analog circuit to be evolved. The proposed GVDE is an efficient algorithmic approach for automatic synthesis of analog circuit.