The classical gradient descent method is generalized without using subgradient information ... nonsmooth constrained convex optimization. Moreover, a decentralized reciprocal weighted averaging (RWA) ...

This paper investigates global asymptotic stability of the equilibrium of a dynamical system defined by online gradient-based optimization of a sequence of quadratic cost functions that have a unique ...

Momentum here is the moving average of gradient so that its setting ... no native support of complex parameter optimization (you can define complex parameters as view of real ones in order to use ...

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University of Novi Sad, Faculty of Technical Sciences, 21000-Novi Sad, Trg D, Obradovica 6, Serbia and Montenegro, Yugoslavia ...