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Stochastic distribution control (SDC) for non-Gaussian system is a mathematically complicated yet practical problem to solve. The most recent solution involves a radial basis function neural network (RBFNN) framework to approximate non-Gaussian output probability density function (PDF). The dynamic weights of such neural network are controlled within each batch of ILC, using a dedicated adaptive controller...
Direct search methods are local optimization algorithms maximizing a possibly nonsmooth and nonconvex function using its values only (no first-order gradient or second-order Hessian information). More than one decade ago, N. J. Higham implemented some simple Matlab routines for direct search optimization, investigating questions on stability and accuracy of numerical algorithms in matrix computations...
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