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Distributed and Consensus Optimization for Non-smooth Image Reconstruction
Journal of the Operations Research Society of China, 2015zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Global non-smooth optimization in robust multivariate regression
Optimization Methods and Software, 2013Robust regression in statistics leads to challenging optimization problems. Here, we study one such problem, in which the objective is non-smooth, non-convex and expensive to calculate. We study the numerical performance of several derivative-free optimization algorithms with the aim of computing robust multivariate estimators.
Gleb Beliakov, Andrei Kelarev
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An algorithm for clustering based on non‐smooth optimization techniques
International Transactions in Operational Research, 2003AbstractThe problem of cluster analysis is formulated as a problem of non‐smooth, non‐convex optimization, and an algorithm for solving the cluster analysis problem based on non‐smooth optimization techniques is developed. We discuss applications of this algorithm in large databases.
Bagirov, A. M. +3 more
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An adaptive gradient sampling algorithm for non-smooth optimization
Optimization Methods and Software, 2012We present an algorithm for the minimization of f:ℝn→ℝ, assumed to be locally Lipschitz and continuously differentiable in an open dense subset 𝒟 of ℝn. The objective f may be non-smooth and/or non-convex. The method is based on the gradient sampling GS algorithm of Burke et al.
Frank E. Curtis, Xiaocun Que
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Efficient Convex Optimization for Non-convex Non-smooth Image Restoration
Journal of Scientific ComputingzbMATH Open Web Interface contents unavailable due to conflicting licenses.
Xinyi Li +3 more
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Optimal control of non-smooth greenhouse models
Acta Horticulturae, 2020A. Della Noce +2 more
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Neural Networks for Non-Smooth Constrained Optimization Problems
2006Workshop on optimization and inverse problems in ...
M. FORTI, MANETTI, STEFANO, P. NISTRI
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Non-smooth Optimization with Randomization
2001László Gerencsér, Zsuzsanna Vágó
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Non smooth optimization and classification problems
2007Astorino Annabella +3 more
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