A Neurodynamic Approach to Nonsmooth Quaternion Distributed Convex Optimization With Inequality and Affine Equality Constraints [PDF]
Guocheng Li +3 more
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A Decomposition Method with Redistributed Subroutine for Constrained Nonconvex Optimization
A class of constrained nonsmooth nonconvex optimization problems, that is, piecewise C2 objectives with smooth inequality constraints are discussed in this paper.
Yuan Lu, Wei Wang, Li-Ping Pang, Dan Li
doaj +1 more source
A Self-Correcting Variable-Metric Algorithm Framework for Nonsmooth Optimization [PDF]
Frank E. Curtis +2 more
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Nonsmooth analysis and optimization on partially ordered vector spaces
Interval-Lipschitz mappings between topological vector spaces are defined and compared with other Lipschitz-type operators. A theory of generalized gradients is presented when both spaces are locally convex and the range space is an order complete vector
Thomas W. Reiland
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General inertial proximal stochastic variance reduction gradient for nonconvex nonsmooth optimization [PDF]
Shuya Sun, Lulu He
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Approximate level method [PDF]
In this paper we propose and analyze a variant of the level method [4], which is an algorithm for minimizing nonsmooth convex functions. The main work per iteration is spent on 1) minimizing a piecewise-linear model of the objective function and on 2 ...
Richtarik, Peter
core
This paper proposes an integrated control framework combining a nonsmooth observer and a switching feedback law to address the state estimation and tracking control challenges of sandwich systems with saturation nonlinearities.
Xufeng Liu, Zupeng Zhou
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Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis
Linearized alternating direction method of multipliers (ADMM) as an extension of ADMM has been widely used to solve linearly constrained problems in signal processing, machine learning, communications, and many other fields.
Qinghua Liu, Xinyue Shen, Yuantao Gu
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Approximate Optimality Conditions for Nonsmooth Optimization Problems
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Son, Ta Quang +2 more
openaire +1 more source
Distributed coordination for nonsmooth convex optimization via\n saddle-point dynamics [PDF]
Simon K. Niederländer, Jorge Cortés
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