Jacek Gondzio

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Preconditioning Indefinite Systems in Interior Point Methods for Optimization

Luca Bergamaschi, Jacek Gondzio, Giovanni Zilli, 2004, Comput. Optim. Appl..

Mathematical models for stable matching problems with ties and incomplete lists pdf

David Manlove, Jacek Gondzio, Maxence Delorme, 2018, Eur. J. Oper. Res..

Warm start of the primal-dual method applied in the cutting-plane scheme

Jacek Gondzio, J. Gondzio, 1998, Math. Program..

A new conceptual design optimization tool for frame structures

Jun Ye, Jacek Gondzio, Paul Shepherd, 2018 .

Erratum to: Inexact constraint preconditioners for linear systems arising in interior point methods

Luca Bergamaschi, Jacek Gondzio, Giovanni Zilli, 2011, Comput. Optim. Appl..

Stable Variant of the Simplex Method for Solving Supersparse Linear Programs

Jacek Gondzio, 1988 .

Using the primal-dual interior point algorithm within the branch-price-and-cut method

Jacek Gondzio, Pedro Augusto Munari, J. Gondzio, 2013, Comput. Oper. Res..

Optimization modeling languages

Jacek Gondzio, Emmanuel Fragnière, 2002 .

Addendum to "Presolve Analysis of Linear Programs Prior to Applying an Interior Point Method"

Jacek Gondzio, Csaba Mészáros, 2001, INFORMS J. Comput..

Base Station Location Optimization for Minimal Energy Consumption in Wireless Networks

H. Vincent Poor, Pei-Jung Chung, Ioannis Krikidis, 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

Quasi-Newton approaches to interior point methods for quadratic problems

Jacek Gondzio, F. N. C. Sobral, J. Gondzio, 2018, Computational Optimization and Applications.

A second-order method for strongly convex ℓ1\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\ell _1$$\end{document}-re

Jacek Gondzio, Kimon Fountoulakis, J. Gondzio, 2013, Mathematical Programming.

Analytic Center Cutting Plane Method User's Guide for the Library

Jacek Gondzio, Olivier du Merle, 1995 .

Parallel interior-point solver for structured quadratic programs: Application to financial planning problems

Jacek Gondzio, Andreas Grothey, J. Gondzio, 2007, Ann. Oper. Res..

Robust transmit beamforming based on probabilistic constraint

Bernard Mulgrew, Pei-Jung Chung, Huiqin Du, 2008, 2008 16th European Signal Processing Conference.

Performance of first- and second-order methods for ℓ1\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\ell _1$$\end{doc

Jacek Gondzio, Kimon Fountoulakis, J. Gondzio, 2015, Computational Optimization and Applications.

Parallel interior-point solver for structured linear programs

Jacek Gondzio, Robert Sarkissian, J. Gondzio, 2003, Math. Program..

7. Stochastic Programming from Modeling Languages

Jacek Gondzio, Emmanuel Fragnière, J. Gondzio, 2005, Applications of Stochastic Programming.

A new warmstarting strategy for the primal-dual column generation method

Jacek Gondzio, Pablo González-Brevis, J. Gondzio, 2014, Mathematical Programming.

Matrix-free interior point method

Jacek Gondzio, J. Gondzio, 2012, Comput. Optim. Appl..

An inexact dual logarithmic barrier method for solving sparse semidefinite programs

Jacek Gondzio, Stefania Bellavia, Margherita Porcelli, 2018, Mathematical Programming.

Action constrained quasi-Newton methods pdf

Jacek Gondzio, Robert Mansel Gower, J. Gondzio, 2014, ArXiv.

Stability in the Hospitals / Residents problem with Couples and Ties: Mathematical models and computational studies

David Manlove, Jacek Gondzio, Maxence Delorme, 2020 .

A Structure Conveying Parallelizable Modeling Language for Mathematical Programming

Jacek Gondzio, Kristian Woodsend, Andreas Grothey, 2009 .

A Structure-Exploiting Tool in Algebraic Modeling Languages

Jacek Gondzio, Jean-Philippe Vial, Emmanuel Fragnière, 2000 .

Large-scale optimization with the primal-dual column generation method

Jacek Gondzio, Pedro Augusto Munari, Pablo González-Brevis, 2013, Math. Program. Comput..

Solving non-linear portfolio optimization problems with the primal-dual interior point method

Jacek Gondzio, Andreas Grothey, 2007, Eur. J. Oper. Res..

Solving large-scale optimization problems related to Bell's Theorem

Jacek Gondzio, Marek Zukowski, J. A. Julian Hall, 2012, J. Comput. Appl. Math..

A New Unblocking Technique to Warmstart Interior Point Methods Based on Sensitivity Analysis

Jacek Gondzio, Andreas Grothey, J. Gondzio, 2008, SIAM J. Optim..

A Relaxed Interior Point Method for Low-Rank Semidefinite Programming Problems with Applications to Matrix Completion pdf

Jacek Gondzio, Stefania Bellavia, Margherita Porcelli, 2019, Journal of Scientific Computing.

High-Performance Computing for Asset-Liability Management

Jacek Gondzio, Roy Kouwenberg, J. Gondzio, 2001, Oper. Res..

Matrix-free interior point method for compressed sensing problems

Jacek Gondzio, Kimon Fountoulakis, Pavel Zhlobich, 2012, Mathematical Programming Computation.

Implemenation for Point Methods for Large Scale Linear Programming

Jacek Gondzio, Erling D. Andersen, Csaba Mezaros, 1996 .

Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training

Jacek Gondzio, Kristian Woodsend, 2009 .

ADMM and inexact ALM: the QP case pdf

Jacek Gondzio, Stefano Cipolla, J. Gondzio, 2020, ArXiv.

Warmstarting for interior point methods applied to the long-term power planning problem

Jacek Gondzio, Narcís Nabona, Adela Pagès, 2009, Eur. J. Oper. Res..

Reoptimization With the Primal-Dual Interior Point Method

Jacek Gondzio, Andreas Grothey, J. Gondzio, 2002, SIAM J. Optim..

GPU Acceleration of the Matrix-Free Interior Point Method

Jacek Gondzio, J. A. Julian Hall, Edmund Smith, 2011, PPAM.

Crash start of interior point methods

Jacek Gondzio, J. Gondzio, 2016, Eur. J. Oper. Res..

Implementation of an interior point method with basis preconditioning

Jacek Gondzio, Lukas Schork, J. Gondzio, 2020, Math. Program. Comput..

Convergence Analysis of an Inexact Feasible Interior Point Method for Convex Quadratic Programming

Jacek Gondzio, J. Gondzio, 2012, SIAM J. Optim..

Truss geometry and topology optimization with global stability constraints

Jacek Gondzio, Matthew Gilbert, Linwei He, 2020, Structural and Multidisciplinary Optimization.

A Sensitivity Method for Solving Multistage Stochastic Linear Programming Problems

Jacek Gondzio, Andrzej Ruszczyński, 1989 .

A specialized primal-dual interior point method for the plastic truss layout optimization

Jacek Gondzio, Alemseged Gebrehiwot Weldeyesus, J. Gondzio, 2018, Computational Optimization and Applications.

Presolove Analysis of Linear Programs Prior to Applying an Interior Point Method

Jacek Gondzio, J. Gondzio, 1997, INFORMS J. Comput..

A note on the primal-dual column generation method for combinatorial optimization

Jacek Gondzio, Pedro Augusto Munari, Pablo González-Brevis, 2011, Electron. Notes Discret. Math..

Stability definitions for the Hospitals / Residents problem with Couples and Ties: Mathematical models and computational studies

Jacek Gondzio, Maxence Delorme, William Pettersson, 2020 .

A Computational View of Interior-Point Methods for Linear Programming

Jacek Gondzio, Tams Terlaky, J. Gondzio, 1994 .

An Interior Point Heuristic for the Hamiltonian Cycle Problem via Markov Decision Processes

Jerzy A. Filar, Jacek Gondzio, Vladimir Ejov, 2004, J. Glob. Optim..

Parallel Implementation of a Central Decomposition Method for Solving Large-Scale Planning Problems

Jacek Gondzio, Robert Sarkissian, Jean-Philippe Vial, 2001, Comput. Optim. Appl..

Interior point methods 25 years later

Jacek Gondzio, J. Gondzio, 2012, Eur. J. Oper. Res..

Enhanced mathematical models for hierarchical optimisation in kidney exchange programmes

Jacek Gondzio, Maxence Delorme, William Pettersson, 2020 .

New developments in the primal-dual column generation technique

Jacek Gondzio, Pedro Augusto Munari, Pablo González-Brevis, 2013, Eur. J. Oper. Res..

ACCPM — A library for convex optimization based on an analytic center cutting plane method☆

Jacek Gondzio, Jean-Philippe Vial, R. Sarkissian, 1996 .

Computational layout design optimization of frame structures

Jun Ye, Jacek Gondzio, Paul Shepherd, 2017 .

Performance of first- and second-order methods for -regularized least squares problems

Jacek Gondzio, Kimon Fountoulakis, J. Gondzio, 2016 .

Dynamic Non-diagonal Regularization in Interior Point Methods for Linear and Convex Quadratic Programming

Jacek Gondzio, Spyridon Pougkakiotis, J. Gondzio, 2019, J. Optim. Theory Appl..

Customized Block Structures in Algebraic Modeling Languages: The Stochastic Programming Case 1

Jacek Gondzio, R. Sarkissian, Emmanue Fragnière, 1998 .

PARALLEL SCIENTIFIC COMPUTING AND OPTIMIZATION: ADVANCES AND APPLICATIONS

Jacek Gondzio, Kristian Woodsend, J. Gondzio, 2009 .

A new preconditioning approach for an interior point‐proximal method of multipliers for linear and convex quadratic programming pdf

Luca Bergamaschi, Jacek Gondzio, John W. Pearson, 2019, Numer. Linear Algebra Appl..

Exploiting structure in parallel implementation of interior point methods for optimization

Jacek Gondzio, Andreas Grothey, 2009, Comput. Manag. Sci..

A Probabilistic Constraint Approach for Robust Transmit Beamforming With Imperfect Channel Information

Pei-Jung Chung, Huiqin Du, Jacek Gondzio, 2009, IEEE Transactions on Signal Processing.

High-Performance Parallel Support Vector Machine Training

Jacek Gondzio, Kristian Woodsend, J. Gondzio, 2009 .

Massively Parallel Implementation of Interior Point Methods for Very Large Scale Optimization

Jacek Gondzio, J. Gondzio, 2005 .

Mathematical models for stable matching problems with ties and incomplete lists

David Manlove, Jacek Gondzio, Maxence Delorme, 2018, European Journal of Operational Research.

A Preconditioner for A Primal-Dual Newton Conjugate Gradient Method for Compressed Sensing Problems

Jacek Gondzio, Ioannis K. Dassios, Kimon Fountoulakis, 2014, SIAM J. Sci. Comput..

Multiple centrality corrections in a primal-dual method for linear programming

Jacek Gondzio, J. Gondzio, 1996, Comput. Optim. Appl..

Efficient Management of Multiple Sets to Extract Complex Structures from Mathematical Programs

Jacek Gondzio, Robert Sarkissian, Emmanuel Fragnière, 2001, Ann. Oper. Res..

A structure-conveying modelling language for mathematical and stochastic programming

Jacek Gondzio, Kristian Woodsend, Andreas Grothey, 2009, Math. Program. Comput..

Preconditioning indefinite systems in interior point methods for large scale linear optimisation

Jacek Gondzio, J. A. Julian Hall, Ghussoun Al-Jeiroudi, 2008, Optim. Methods Softw..

Computational experience with numerical methods for nonnegative least‐squares problems

Jacek Gondzio, Stefania Bellavia, Benedetta Morini, 2011, Numer. Linear Algebra Appl..

Column Generation With a Primal-Dual Method

Jacek Gondzio, Robert Sarkissian, J. Gondzio, 1996 .

Direct Solution of Linear Systems of Size 109 Arising in Optimization with Interior Point Methods

Jacek Gondzio, Andreas Grothey, J. Gondzio, 2005, PPAM.

HOPDM Modular Solver for LP Problems User's Guide to version 2.12

Jacek Gondzio, Marek Makowski, J. Gondzio, 1995 .

Regularization and preconditioning of KKT systems arising in nonnegative least‐squares problems

Jacek Gondzio, Stefania Bellavia, Benedetta Morini, 2009, Numer. Linear Algebra Appl..

Hybrid MPI/OpenMP parallel support vector machine training

Jacek Gondzio, Kristian Woodsend, 2009 .

A warm-start approach for large-scale stochastic linear programs

Jacek Gondzio, Andreas Grothey, Marco Colombo, 2011, Math. Program..

A PLanning Model with One Million Scenarios Solved on an Affordable Parallel Machine

Jacek Gondzio, Jean-Philippe Vial, Emmanuel Fragnière, 1998 .

Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training

Jacek Gondzio, Kristian Woodsend, J. Gondzio, 2009, J. Mach. Learn. Res..

Inexact Coordinate Descent: Complexity and Preconditioning

Peter Richtárik, Jacek Gondzio, Rachael Tappenden, 2013, J. Optim. Theory Appl..

A Matrix-Free Preconditioner for Sparse Symmetric Positive Definite Systems and Least-Squares Problems

Jacek Gondzio, Stefania Bellavia, Benedetta Morini, 2013, SIAM J. Sci. Comput..

Exploiting separability in large-scale linear support vector machine training

Jacek Gondzio, Kristian Woodsend, J. Gondzio, 2011, Comput. Optim. Appl..

Fast Solution Methods for Convex Quadratic Optimization of Fractional Differential Equations

Jacek Gondzio, John W. Pearson, Spyridon Pougkakiotis, 2020, SIAM J. Matrix Anal. Appl..

Stochastic programming modelling systems

Jacek Gondzio, Emmanuel Fragnière, J. Gondzio, 2005 .

Further development of multiple centrality correctors for interior point methods

Jacek Gondzio, Marco Colombo, J. Gondzio, 2008, Comput. Optim. Appl..

Fast interior point solution of quadratic programming problems arising from PDE-constrained optimization

Jacek Gondzio, John W. Pearson, 2017, Numerische Mathematik.

Building and Solving Large-Scale Stochastic Programs on an Affordable Distributed Computing System

Jacek Gondzio, Jean-Philippe Vial, Emmanuel Fragnière, 2000, Ann. Oper. Res..

A family of linear programming algorithms based on an algorithm by von Neumann

Robert H. Storer, Jacek Gondzio, João P. M. Gonçalves, 2009, Optim. Methods Softw..

Transmit Beamforming with Imperfect Channel Information

Pei-Jung Chung, Huiqin Du, Jacek Gondzio, 2009 .

Solving nonlinear multicommodity flow problems by the analytic center cutting plane method

Jacek Gondzio, Robert Sarkissian, Jean-Philippe Vial, 1997, Math. Program..

Improving solution times for stable matching problems through preprocessing

Jacek Gondzio, Maxence Delorme, William Pettersson, 2020, Comput. Oper. Res..

A computational view of interior point methods

Tamás Terlaky, Jacek Gondzio, J. Gondzio, 1996 .

Erratum to: Inexact constraint preconditioners for linear systems arising in interior point methods

Luca Bergamaschi, Jacek Gondzio, Giovanni Zilli, 2011, Comput. Optim. Appl..

Implementation of Interior Point Methods for Large Scale Linear Programming

Jacek Gondzio, Erling D. Andersen, Csaba Mészáros, 1996 .

The Robust Vehicle Routing Problem with Time Windows: Compact Formulation and Branch-Price-and-Cut Method

Reinaldo Morabito, Jacek Gondzio, Pedro Munari, 2019, Transp. Sci..

Structure-Conveying Modelling Language SML User's Guide

Jacek Gondzio, Kristian Woodsend, Andreas Grothey, 2011 .

Operations risk management by optimally planning the qualified workforce capacity

Xi Yang, Jacek Gondzio, Emmanuel Fragnière, 2010, European Journal of Operational Research.

WITH IMPERFECT CHANNEL INFORMATION

Jacek Gondzio, Pei-Jung Chunl, Huiqin Dul, 2009 .

Layout optimization of large-scale trusses and frames

Jacek Gondzio, Matthew Gilbert, Linwei He, 2018 .

Adaptive solution of truss layout optimization problems with global stability constraints

Jacek Gondzio, Paul Shepherd, Matthew Gilbert, 2019, Structural and Multidisciplinary Optimization.

On Exploiting Original Problem Data in the Inverse Representation of Linear Programming Bases

Jacek Gondzio, 1994, INFORMS J. Comput..

A semismooth Newton-proximal method of multipliers for 𝓁1-regularized convex quadratic programming

Jacek Gondzio, Spyridon Pougkakiotis, J. Gondzio, 2022, ArXiv.

A new stopping criterion for Krylov solvers applied in Interior Point Methods

Jacek Gondzio, Filippo Zanetti, 2021 .

Global solutions of nonconvex standard quadratic programs via mixed integer linear programming reformulations

Jacek Gondzio, E. Alper Yildirim, 2021, J. Glob. Optim..

General-purpose preconditioning for regularized interior point methods pdf

Jacek Gondzio, John W. Pearson, Spyridon Pougkakiotis, 2021, ArXiv.

Sparse Approximations with Interior Point Methods pdf

Daniela di Serafino, Jacek Gondzio, Valentina De Simone, 2021, SIAM Rev..

Material-separating regularizer for multi-energy x-ray tomography

Matti Lassas, Samuli Siltanen, Jacek Gondzio, 2021, Inverse Problems.

An interior point-proximal method of multipliers for convex quadratic programming

Jacek Gondzio, Spyridon Pougkakiotis, J. Gondzio, 2019, Computational Optimization and Applications.

A Relaxed Interior Point Method for Low-Rank Semidefinite Programming Problems with Applications to Matrix Completion

Jacek Gondzio, Stefania Bellavia, Margherita Porcelli, 2021, J. Sci. Comput..

Stochastic Programming from Modeling Languages

Jacek Gondzio, Emmanuel Fragnière, J. Gondzio, 2022 .

A PROBABILISTIC CONSTRAINT APPROACH FOR ROBUST BEAMFORMING WITH IMPERFECT CHANNEL INFORMATION

Pei-Jung Chung, Huiqin Du, Jacek Gondzio, 2008 .

An algorithm for computing the compressive strength of heterogeneous cohesive-frictional materials – Application to cement paste

Jacek Gondzio, E. J. Garboczi, J. Gondzio, 2007 .

HOPDM: A higher order primal-dual method for large scale linear programming

Jacek Gondzio, Anna Altman, J. Gondzio, 1993 .

Maintaining a Basis Matrix in the Linear Programming Interior Point Method

Jacek Gondzio, Lukas Schork, J. Gondzio, 2017 .

Column generation and branch-and-price with interior point methods

Jacek Gondzio, Pedro Munari, J. Gondzio, 2015 .

Permuting Spiked Matrices to Triangular Form and its Application to the Forrest-Tomlin Update

Jacek Gondzio, Lukas Schork, 2017 .

Asset liability management modelling with risk control by stochastic dominance

Jacek Gondzio, Andreas Grothey, Xi Yang, 2010 .

An interior point solver for smooth convex optimization with an application to environmental-energy-economic models

Jacek Gondzio, Jean-Philippe Vial, Olivier Epelly, 2000 .

Multilevel quasiseparable matrices in PDE-constrained optimization

Jacek Gondzio, Pavel Zhlobich, J. Gondzio, 2011, 1112.6018.

A Second-Order Method for Compressed Sensing Problems with Coherent and Redundant Dictionaries

Jacek Gondzio, Kimon Fountoulakis, Ioannis Dassios, 2014 .

Solving a class of LP problems with a primal-dual logarithmic barrier method

Jacek Gondzio, Marek Makowski, 1995 .

Hedging Options under Transaction Costs and Stochastic Volatility

Jacek Gondzio, Roy Kouwenberg, Ton Vorst, 2003 .