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Design of Optimum Gain Pyramidal Horn Using Self-Adaptive Differential Evolution Algorithms

机译:自适应差分进化算法设计最佳增益金字塔形喇叭

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摘要

In this work, we apply classical and new self-adaptive differential evolution (DE) algorithms to the design of optimum gain pyramidal horns. The application of DE algorithms to pyramidal horn design allows the accurate calculation of their physical dimensions in a short amount of time. Moreover, self-adaptive DE does not require the pre-specified choice of control parameters reducing significantly the users' effort. Representative examples demonstrate the applicability of our proposal. Our study shows that self-adaptive DE algorithms outperform or produce similar results with other methods in the literature in terms of solution accuracy and convergence speed.
机译:在这项工作中,我们将经典和新的自适应差分进化(DE)算法应用于最佳增益金字塔形号角的设计。将DE算法应用于金字塔角设计可在短时间内准确计算其物理尺寸。此外,自适应DE不需要预先指定的控制参数选择,从而大大减少了用户的工作量。代表性的例子说明了我们提议的适用性。我们的研究表明,自适应DE算法在求解精度和收敛速度方面优于或优于其他文献中的方法。

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