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Research of electronic circuit optimisation design algorithm

机译:电子线路优化设计算法研究

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摘要

In this paper, we improved the traditional evolutionary algorithm and investigate the new algorithm in the field of evolutionary electronics. In the new algorithm, we use Intergenerational elite mechanism instead of the best individual retention mechanism, in this mechanism, the population of the front generation mixed with the new population which generate through crossover and mutation operations, then select the optimum individuals according to a certain probability. This method can save the genetic diversity in the population evolution better. For the case studies, this means has proved to be more efficient and the experiment results show that the new means have got the better results.
机译:在本文中,我们改进了传统的进化算法,并在进化电子学领域研究了新算法。在新算法中,我们使用代际精英机制而不是最佳个体保留机制,在这种机制中,将前代种群与通过交叉和变异操作生成的新种群混合,然后根据确定的最优个体进行选择。可能性。该方法可以更好地保存种群进化中的遗传多样性。对于案例研究,该方法被证明是更有效的,并且实验结果表明,新方法取得了更好的效果。

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