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GPU-based optimizations of the boundary integral equation method to solve direct and inverse diffraction grating problems

机译:基于GPU的边界整体方程方法优化,解决直接逆衍射光栅问题

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A numerical solution of the inverse conical diffraction grating problem is considered. The boundary integral equation method is used to solve the direct problem, and a genetic algorithm is applied to solve the grating optimization problem. In this work, the acceleration techniques to the boundary integral equation method are proposed, i.e., computations of linear algebraic systems and Green’s functions utilizing the modern graphical processor unit (GPU) devices. This approach reduces the computation time of the algorithm up to four times in our experiments. The dependency of the convergence of a solution from the intrinsic parameters of the genetic algorithm is shown.
机译:考虑了逆锥形衍射光栅问题的数值解。边界积分方程方法用于解决直接问题,应用遗传算法来解决光栅优化问题。在这项工作中,提出了关于边界积分方程方法的加速技术,即,利用现代图形处理器单元(GPU)设备的线性代数系统和绿色功能的计算。这种方法在我们的实验中减少了算法的计算时间到四次。示出了从遗传算法的内在参数的求收敛的依赖性。

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