Stochastic Smoothing Methods for Nonsmooth Global Optimization

Stochastic Smoothing Methods for Nonsmooth Global Optimization

Abstract. The paper presents the results of testing the stochastic smoothing method for global optimization of a multiextremal function in a convex feasible subset of Euclidean space. Preliminarily, the objective function is extended outside the admissible region so that its global minimum does not...

書目詳細資料
主要作者:	V.I. Norkin
格式:	Article
語言:	English
出版:	V.M. Glushkov Institute of Cybernetics 2020-03-01
叢編:	Кібернетика та комп'ютерні технології
主題:	global optimization steklov smoothing averaged functions stochastic optimization nonsmooth nonconvex optimization
在線閱讀:	http://cctech.org.ua/13-vertikalnoe-menyu-en/89-abstract-20-1-1-arte

相似書籍

Acceleration in first-order optimization methods: promenading beyond convexity or smoothness, and applications
由: Martinez Rubio, D
出版: (2021)

Short Paper - A note on the Frank–Wolfe algorithm for a class of nonconvex and nonsmooth optimization problems
由: de Oliveira, Welington
出版: (2023-01-01)

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems
由: Manlio Gaudioso, et al.
出版: (2023-08-01)

Efficiency of subgradient method in solving nonsmooth optimization problems /
由: Nur Azira Abdullah, 1990-, et al.
出版: (2014)

A one-parameter filled function for nonsmooth global optimization and its application /
由: Zhang, Ying, et al.

Efficiency of subgradient method in solving nonsmooth optimization problems [electronic resource) /
由: Nur Azira Abdullah, 1990-
出版: (2014)

Proximal Linearized Iteratively Reweighted Algorithms for Nonconvex and Nonsmooth Optimization Problem
由: Juyeb Yeo, et al.
出版: (2022-04-01)

Nonsmooth Analysish[electronic resource]: /
由: 431944 Schirotzek, Winfried, et al.
出版: (2007)

Inertial proximal alternating minimization for nonconvex and nonsmooth problems
由: Yaxuan Zhang, et al.
出版: (2017-09-01)

A modified inertial proximal minimization algorithm for structured nonconvex and nonsmooth problem
由: Zhonghui Xue, et al.
出版: (2024-09-01)

General inertial proximal stochastic variance reduction gradient for nonconvex nonsmooth optimization
由: Shuya Sun, et al.
出版: (2023-02-01)

Generalized (Phi, Rho)-convexity in nonsmooth vector optimization over cones
由: Malti Kapoor, et al.
出版: (2016-01-01)

Stochastic Combinatorial Optimization with Risk
由: Nikolova, Evdokia
出版: (2008)

An interior proximal gradient method for nonconvex optimization
由: De Marchi, Alberto, et al.
出版: (2024-07-01)

A method for relaxing state constraints in nonsmooth optimal control problems
由: Michael P. Dymkov, et al.
出版: (2022-07-01)

Nonsmooth Variational Problems and Their Inequalities [electronic resource]: Comparison Principles and Applications/
由: 426542 Carl, Siegfried, et al.
出版: (2007)

Optimality and Duality Theorems in Nonsmooth Multiobjective Optimization
由: Bae Kwan, et al.
出版: (2011-01-01)

On duality for nonsmooth Lipschitz optimization problems
由: Preda Vasile, et al.
出版: (2009-01-01)

Robust Approximate Optimality Conditions for Uncertain Nonsmooth Optimization with Infinite Number of Constraints
由: Xiangkai Sun, et al.
出版: (2018-12-01)

Nonsmooth Mechanics and Convex Optimization /
由: 526601 Kanno, Yoshihiro, 1976-
出版: (2011)

Constrained optimization and image space analysis/
由: 262474 Giannessi, Franco
出版: (2005)

A Second Order Algorithm for MCP Regularized Optimization
由: Wanyou Cheng, et al.
出版: (2022-01-01)

A New Approach for Generalized Partial Derivatives of Non-smooth Functions
由: Hamid Reza ERFANIAN, et al.
出版: (2014-01-01)

Robust Nonsmooth Interval-Valued Optimization Problems Involving Uncertainty Constraints
由: Rekha R. Jaichander, et al.
出版: (2022-05-01)

Bregman iterative regularization using model functions for nonconvex nonsmooth optimization
由: Haoxing Yang, et al.
出版: (2022-11-01)

The Proximal Alternating Direction Method of Multipliers for a Class of Nonlinear Constrained Optimization Problems
由: Ruiling Luo, et al.
出版: (2025-01-01)

A New Smoothing Conjugate Gradient Method for Solving Nonlinear Nonsmooth Complementarity Problems
由: Ajie Chu, et al.
出版: (2015-12-01)

Optimality and duality for nonsmooth semi-infinite multiobjective programming with support functions
由: Singh Yadvendra, et al.
出版: (2017-01-01)

A conjugate gradient algorithm and its application in large-scale optimization problems and image restoration
由: Gonglin Yuan, et al.
出版: (2019-09-01)

An Adaptive Proximal Bundle Method with Inexact Oracles for a Class of Nonconvex and Nonsmooth Composite Optimization
由: Xiaoliang Wang, et al.
出版: (2021-04-01)

Sufficient optimality conditions and duality for nonsmooth multiobjective optimization problems via higher order strong convexity
由: Upadhyay Balendu B., et al.
出版: (2017-01-01)

On a Nonsmooth Gauss–Newton Algorithms for Solving Nonlinear Complementarity Problems
由: Marek J. Śmietański
出版: (2020-08-01)

Dimensionality reduction techniques for global optimization
由: Otemissov, A
出版: (2020)

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression
由: Napsu Karmitsa, et al.
出版: (2023-09-01)

Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis
由: Qinghua Liu, et al.
出版: (2019-01-01)

A Software Platform for Global Optimization
由: Ewa Niewiadomska-Szynkiewicz, et al.
出版: (2023-06-01)

Federated Learning Under a Digital Communication Model
由: Pourya Behmandpoor, et al.
出版: (2024-01-01)

Nonsmooth Levenberg-Marquardt Type Method for Solving a Class of Stochastic Linear Complementarity Problems with Finitely Many Elements
由: Zhimin Liu, et al.
出版: (2016-12-01)

An ADMM-based SQP method for separably smooth nonconvex optimization
由: Meixing Liu, et al.
出版: (2020-03-01)

An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality
由: Sangwoo Park, et al.
出版: (2022-01-01)