On the steplength selection in gradient methods for unconstrained optimization

From MaRDI portal
Publication:2422865

DOI10.1016/j.amc.2017.07.037zbMath1426.65082OpenAlexW2739680746WikidataQ58832693 ScholiaQ58832693MaRDI QIDQ2422865

Daniela di Serafino, Gerardo Toraldo, Valeria Ruggiero, Luca Zanni

Publication date: 21 June 2019

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11380/1146848



Related Items

Newton projection method as applied to assembly simulation, Geometrical inverse matrix approximation for least-squares problems and acceleration strategies, Ritz-like values in steplength selections for stochastic gradient methods, An extended delayed weighted gradient algorithm for solving strongly convex optimization problems, Split Bregman iteration for multi-period mean variance portfolio optimization, Subsampled nonmonotone spectral gradient methods, Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems, A family of optimal weighted conjugate-gradient-type methods for strictly convex quadratic minimization, A homogeneous Rayleigh quotient with applications in gradient methods, Adaptive \(l_1\)-regularization for short-selling control in portfolio selection, Analysis of the Barzilai-Borwein step-sizes for problems in Hilbert spaces, Gradient method with multiple damping for large-scale unconstrained optimization, A novel heuristic algorithm for solving engineering optimization and real-world problems: people identity attributes-based information-learning search optimization, Foreword to the special issue ``Recent trends in numerical computations: theory and algorithms, A gradient method exploiting the two dimensional quadratic termination property, Linear convergence rate analysis of a class of exact first-order distributed methods for weight-balanced time-varying networks and uncoordinated step sizes, On the stationarity for nonlinear optimization problems with polyhedral constraints, A hybrid BB-type method for solving large scale unconstrained optimization, Spectral Properties of Barzilai--Borwein Rules in Solving Singly Linearly Constrained Optimization Problems Subject to Lower and Upper Bounds, A collection of efficient retractions for the symplectic Stiefel manifold, On the Preconditioned Delayed Weighted Gradient Method, Computation of Sum of Squares Polynomials from Data Points, A harmonic framework for stepsize selection in gradient methods, A family of modified spectral projection methods for nonlinear monotone equations with convex constraint, Gradient methods exploiting spectral properties, Variable metric techniques for forward-backward methods in imaging, New stepsizes for the gradient method, A relaxed interior point method for low-rank semidefinite programming problems with applications to matrix completion, Fused Lasso approach in portfolio selection, Using gradient directions to get global convergence of Newton-type methods, Steplength selection in gradient projection methods for box-constrained quadratic programs, Properties of the delayed weighted gradient method, A Two-Phase Gradient Method for Quadratic Programming Problems with a Single Linear Constraint and Bounds on the Variables, A delayed weighted gradient method for strictly convex quadratic minimization, Reconstruction of 3D X-ray CT images from reduced sampling by a scaled gradient projection algorithm, ACQUIRE: an inexact iteratively reweighted norm approach for TV-based Poisson image restoration, On the global convergence of a new spectral residual algorithm for nonlinear systems of equations, Dirichlet problem for a nonlocal \(p\)-Laplacian elliptic equation, On the asymptotic convergence and acceleration of gradient methods, Solving nonlinear systems of equations via spectral residual methods: stepsize selection and applications, On the inexact scaled gradient projection method, A family of spectral gradient methods for optimization, Semi-supervised generalized eigenvalues classification, A view of computational models for image segmentation, Equipping the Barzilai--Borwein Method with the Two Dimensional Quadratic Termination Property, Hybrid limited memory gradient projection methods for box-constrained optimization problems, On the acceleration of the Barzilai-Borwein method


Uses Software


Cites Work