Convergence analysis of an ALF-based nonconvex splitting algorithm with SQP structure
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Publication:2691445
DOI10.3934/jimo.2022170OpenAlexW4294867146MaRDI QIDQ2691445
Hu Shao, Pengjie Liu, Xiao-Yu Wu, Yi Lei
Publication date: 29 March 2023
Published in: Journal of Industrial and Management Optimization (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.3934/jimo.2022170
convergence analysissequential quadratic programmingsplitting methodnonconvex multi-block separable optimization
Numerical mathematical programming methods (65K05) Nonconvex programming, global optimization (90C26) Nonlinear programming (90C30)
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Cites Work
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- Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
- Proximal alternating linearized minimization for nonconvex and nonsmooth problems
- Monotone splitting sequential quadratic optimization algorithm with applications in electric power systems
- An efficient feasible SQP algorithm for inequality constrained optimization
- Parallel splitting augmented Lagrangian methods for monotone structured variational inequalities
- On the convergence of the proximal algorithm for nonsmooth functions involving analytic features
- Convergence of ADMM for multi-block nonconvex separable optimization models
- Generalized symmetric ADMM for separable convex optimization
- A note on the alternating direction method of multipliers
- Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward-backward splitting, and regularized Gauss-Seidel methods
- Linearized alternating direction method of multipliers with Gaussian back substitution for separable convex programming
- An extended proximal ADMM algorithm for three-block nonconvex optimization problems
- A superlinearly convergent splitting feasible sequential quadratic optimization method for two-block large-scale smooth optimization
- Convergence and rate analysis of a proximal linearized ADMM for nonconvex nonsmooth optimization
- An inexact accelerated stochastic ADMM for separable convex optimization
- A survey on some recent developments of alternating direction method of multipliers
- A globally convergent QP-free algorithm for inequality constrained minimax optimization
- A QCQP-based splitting SQP algorithm for two-block nonconvex constrained optimization problems with application
- Multi-block nonconvex nonsmooth proximal ADMM: convergence and rates under Kurdyka-Łojasiewicz property
- A proximal ADMM with the Broyden family for convex optimization problems
- Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming
- Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality
- Convergence Study on the Symmetric Version of ADMM with Larger Step Sizes
- A New Superlinearly Convergent Strongly Subfeasible Sequential Quadratic Programming Algorithm for Inequality-Constrained Optimization
- A Superlinearly Convergent Feasible Method for the Solution of Inequality Constrained Optimization Problems
- Splitting Algorithms for the Sum of Two Nonlinear Operators
- A method combining norm-relaxed QCQP subproblems with active set identification for inequality constrained optimization
- A sequential quadratic programming algorithm without a penalty function, a filter or a constraint qualification for inequality constrained optimization
- A splitting method for separable convex programming
- Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction
- The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
- A partially parallel splitting method for multiple-block separable convex programming with applications to robust PCA
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