Monotone and nonmonotone trust-region-based algorithms for large scale unconstrained optimization problems

DOI10.1007/s10589-012-9477-8zbMath1267.90142OpenAlexW2004266074MaRDI QIDQ1938919

María G. Mendonça, María Cristina Maciel, Adriana Beatriz Verdiell

Publication date: 25 February 2013

Published in: Computational Optimization and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10589-012-9477-8

zbMATH Keywords

nonmonotone line searchlarge scale problemsspectral projected gradient methodtrust-region subproblems

Mathematics Subject Classification ID

Large-scale problems in mathematical programming (90C06) Nonlinear programming (90C30) Methods of reduced gradient type (90C52)

Related Items (3)

A matrix-free trust-region Newton algorithm for convex-constrained optimization ⋮ A nonmonotone ODE-based method for unconstrained optimization ⋮ Nonmonotone trust region algorithm for solving the unconstrained multiobjective optimization problems

Uses Software

• SPG
• minpack

Cites Work

• Unnamed Item
• Unnamed Item
• An efficient nonmonotone trust-region method for unconstrained optimization
• A nonmonotone trust region method for unconstrained optimization
• Generalized conjugate directions
• A class of nonmonotone trust region algorithms for unconstrained optimization problems
• Nonmonotonic trust region algorithm
• Non-monotone trust-region algorithms for nonlinear optimization subject to convex constraints
• Nonmonotone adaptive trust-region method for unconstrained optimization problems
• Nonmonotone trust region method for solving optimization problems
• A nonmonotone trust region method based on nonincreasing technique of weighted average of the successive function values
• The Barzilai and Borwein Gradient Method for the Large Scale Unconstrained Minimization Problem
• The Conjugate Gradient Method and Trust Regions in Large Scale Optimization
• Testing Unconstrained Optimization Software
• A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem
• Trust Region Methods
• Nonmonotone Spectral Projected Gradient Methods on Convex Sets
• A Nonmonotone Line Search Technique for Newton’s Method
• On the Barzilai and Borwein choice of steplength for the gradient method
• Algorithm 813
• A nonmonotone trust region method for nonlinear programming with simple bound constraints
• Benchmarking optimization software with performance profiles.

This page was built for publication: Monotone and nonmonotone trust-region-based algorithms for large scale unconstrained optimization problems