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本文旨在讨论稳态优化算法最优性的鲁棒性问题。为此,对稳态优化控制算法进行了统一数学描述,利用集合间的Hausdorff半距离和Dinl导致,引入了标志算法抗干扰性能强弱的灵敏度指标。在此基础上研究了线性模型且具有二次性能指标控制问题ISOPE(系统优化与参数估计相结合)算法的鲁棒性。
This article aims to discuss the robustness of the optimality of steady-state optimization algorithms. For this reason, a unified mathematical description of the steady-state optimization control algorithm is introduced, and the Hausdorff half-distance and Dinl of the set are used to induce the sensitivity index of the anti-jamming performance of the sign algorithm. Based on this, the robustness of the linear model with ISOPE (combination of system optimization and parameter estimation) algorithm with quadratic performance index control is studied.