Search Results - large-scale linearly constrained nonlinear programming
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Parallel Algorithms for Large-scale Linearly Constrained Minimization Problem
ISSN: 0168-9673, 1618-3932Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2014Published in Acta Mathematicae Applicatae Sinica (01.07.2014)“… amount each iteration and is closer to practical applications for solve large-scale nonlinear programming…”
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A primal majorized semismooth Newton-CG augmented Lagrangian method for large-scale linearly constrained convex programming
ISSN: 0926-6003, 1573-2894Published: New York Springer US 01.12.2017Published in Computational optimization and applications (01.12.2017)“…In this paper, we propose a primal majorized semismooth Newton-CG augmented Lagrangian method for large-scale linearly constrained convex programming problems, especially for some difficult problems…”
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On the convergence of asynchronous parallel algorithm for large-scale linearly constrained minimization problem
ISSN: 0096-3003, 1873-5649Published: Amsterdam Elsevier Inc 15.05.2009Published in Applied mathematics and computation (15.05.2009)“… an asynchronous PVT algorithm for solving large-scale linearly constrained convex minimization problems…”
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A Globally Convergent Linearly Constrained Lagrangian Method for Nonlinear Optimization
ISSN: 1052-6234, 1095-7189Published: Philadelphia Society for Industrial and Applied Mathematics 01.01.2005Published in SIAM journal on optimization (01.01.2005)“…For optimization problems with nonlinear constraints, linearly constrained Lagrangian (LCL…”
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Decomposition Algorithm Model for Singly Linearly-Constrained Problems Subject to Lower and Upper Bounds
ISSN: 0022-3239, 1573-2878Published: Boston Springer US 01.04.2009Published in Journal of optimization theory and applications (01.04.2009)“…Many real applications can be formulated as nonlinear minimization problems with a single linear equality constraint and box constraints…”
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Multicast Wirelessly Powered Network With Large Number of Antennas via First-Order Method
ISSN: 1536-1276Published: IEEE 01.06.2018Published in IEEE transactions on wireless communications (01.06.2018)“… difference of convex programming becomes prohibitively time consuming in large-scale settings…”
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On Modified Factorizations for Large-Scale Linearly Constrained Optimization
ISSN: 1052-6234, 1095-7189Published: Philadelphia Society for Industrial and Applied Mathematics 01.01.1999Published in SIAM journal on optimization (01.01.1999)“…We consider the algebraic issues concerning the solution of general, large-scale, linearly constrained nonlinear optimization problems…”
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On the solution of linearly constrained optimization problems by means of barrier algorithms
ISSN: 1134-5764, 1863-8279Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2021Published in TOP (01.07.2021)“…Many practical problems require the solution of large-scale constrained optimization problems for which preserving feasibility is a key issue, and the evaluation of the objective function is very expensive…”
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A proximal subgradient projection algorithm for linearly constrained strictly convex problems
ISSN: 1055-6788, 1029-4937Published: Taylor & Francis 01.08.2007Published in Optimization methods & software (01.08.2007)“…We propose a new algorithm for linearly constrained strictly convex problems. This algorithm follows the characterization of saddle points introduced earlier in ref. [Ouorou…”
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Tailored Benders Decomposition for a Long-Term Power Expansion Model with Short-Term Demand Response
ISSN: 0025-1909, 1526-5501Published: Linthicum INFORMS 01.06.2017Published in Management science (01.06.2017)“… Given mild assumptions for the underlying demand function, the resulting model is a large-scale, concave, linearly constrained maximization problem…”
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Interior-point solver for convex separable block-angular problems
ISSN: 1055-6788, 1029-4937Published: Abingdon Taylor & Francis 02.01.2016Published in Optimization methods & software (02.01.2016)“…: it solves linearly constrained convex separable problems (linear…”
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Nonlinear Programming 4: Proceedings of the Nonlinear Programming Symposium 4 Conducted by the Computer Sciences Department at the University of Wisconsin-Madison, July 14-16, 1980
ISBN: 0124686621, 9780124686625Published: Academic Press 10.05.2014“… constrained optimization. Discussions focus on large-scale linearly constrained optimization, search direction for superbasic variables, finite convergence, basic properties, comparison of three active set methods, and QP…”
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Efficient random coordinate descent algorithms for large-scale structured nonconvex optimization
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 24.06.2014Published in arXiv.org (24.06.2014)“… Further, we consider both cases: unconstrained and linearly constrained nonconvex problems…”
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Augmented Lagrangian based first-order methods for convex-constrained programs with weakly-convex objective
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 09.02.2021Published in arXiv.org (09.02.2021)“…First-order methods (FOMs) have been widely used for solving large-scale problems…”
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A Globally Convergent Distributed Jacobi Scheme for Block-Structured Nonconvex Constrained Optimization Problems
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 16.12.2021Published in arXiv.org (16.12.2021)“…Motivated by the increasing availability of high-performance parallel computing, we design a distributed parallel algorithm for linearly-coupled block-structured nonconvex constrained optimization problems…”
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A semi-smooth Newton method for a special piecewise linear system with application to positively constrained convex quadratic programming
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 12.11.2015Published in arXiv.org (12.11.2015)“… accurate solutions to large scale problems in few iterations…”
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Users Guide for SnadiOpt: A Package Adding Automatic Differentiation to Snopt
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 25.06.2001Published in arXiv.org (25.06.2001)“… It is suitable for large-scale linear and quadratic programming and for linearly constrained optimization, as well as for general nonlinear programs…”
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Exploiting Problem Structure for Faster Optimization: A Trilinear Saddle Point Approach
ISBN: 9798265402127Published: ProQuest Dissertations & Theses 01.01.2023“… By effectively leveraging problem structure, our approach significantly improves computation complexities for a few important problem classes in stochastic programming and non-linear programming…”
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Dissertation -
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Large Scale Optimal Power Flow
ISSN: 0018-9510Published: IEEE 01.10.1982Published in IEEE transactions on power apparatus and systems (01.10.1982)“…A new optimization method is applied to optimal power flow analysis. The method is shown to be well suited to large scale (500 buses…”
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Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 30.11.2015Published in arXiv.org (30.11.2015)“…The alternating direction method of multipliers (ADMM) is widely used to solve large-scale linearly constrained optimization problems, convex or nonconvex, in many engineering fields…”
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