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Array pattern synthesis based on the improved LDW-PSO algorithm

机译:基于改进的LDW-PSO算法的阵列模式合成

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PSO algorithm is intensively applied in array pattern synthesis. While the choice of inertia factor in classical PSO algorithm is a cumbersome task, improper inertia factor will result in slow convergence or falling into the local minima. This paper presents an improved algorithm based on LDW-PSO to avoid converging to the local minima. Simulation results show that the algorithm has faster speed and higher robustness compared with LDW-PSO algorithm.
机译:PSO算法在阵列图案合成中施加密集。虽然经典PSO算法中的惯性因子的选择是一个麻烦的任务,但不正确的惯性因子将导致慢的收敛或落入当地最小值。本文介绍了一种基于LDW-PSO的改进算法,以避免会聚到局部最小值。仿真结果表明,与LDW-PSO算法相比,该算法具有更快的速度和更高的鲁棒性。

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