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Enhanced Accuracy of Adaptive Observers via the Heavy–Ball Method
Memorias del Congreso Nacional de Control AutomáticoThis paper proposes a heavy–ball algorithm–based adaptive observer for the simultaneous estimation of states and constant parameters in a class of uncertain nonlinear systems subject to external disturbances. The estimator integrates a Luenberger–like observer for state estimation with a heavy–ball–inspired optimization algorithm to identify unknown ...
Héctor Ríos +3 more
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Heavy-ball method in nonconvex optimization problems
Computational Mathematics and Modeling, 1993S. K. Zavriev, F. V. Kostyuk
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Heavy-ball-based hard thresholding algorithms for sparse signal recovery
Journal of Computational and Applied Mathematics, 2023Yun-Bin Zhao, Nan Meng
exaly
Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping
SIAM Journal on Optimization, 2021László Szilárd Csaba +1 more
exaly
On the convergence of the Stochastic Heavy Ball Method.
CoRR, 2020Othmane Sebbouh +2 more
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Convergence of Momentum-Based Heavy Ball Method with Batch Updating and/or Approximate Gradients
2023 Ninth Indian Control Conference (ICC), 2023Tadipatri Uday Kiran Reddy +1 more
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Continuous-Time Heavy-Ball Gradient Method: Safety, Stability and Robustness
IEEE Control Systems LettersKarthik Shenoy +2 more
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On Adaptive Stochastic Heavy Ball Momentum for Solving Linear Systems
SIAM Journal on Matrix Analysis and ApplicationsDeren Han, Jiaxin Xie
exaly

