Jacek Gondzio

Maxwell Institute for Mathematical Sciences — United Kingdom

Mathematics · Physical Sciences

37h-index4.7kcitations191works1.02yr avg
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Research Topics

Advanced Optimization Algorithms Research(108), Matrix Theory and Algorithms(57), Sparse and Compressive Sensing Techniques(37), Optimization and Variational Analysis(25), Advanced Multi-Objective Optimization Algorithms(16)

Publications191 total

A column generation approach to exact experimental design
ArXiv.org·2025Open Access
An Efficient Active-Set method With Applications to Sparse Approximations and Risk Minimization
Journal of Scientific Computing·2025Open Access
Interior point methods in the year 2025
EURO Journal on Computational Optimization·2025· 5 citedOpen Access
On the scalability of truss geometry and topology optimization with global stability constraints via chordal decomposition
Structural and Multidisciplinary Optimization·2024· 1 citedOpen Access
Proximal-stabilized semidefinite programming
Computational Optimization and Applications·2024· 1 citedOpen Access
Polynomial worst-case iteration complexity of quasi-Newton primal-dual interior point algorithms for linear programming
Computational Optimization and Applications·2024· 2 citedOpen Access
An efficient active-set method with applications to sparse approximations and risk minimization
2024Open Access
Preface for the special edition of optimization methods and software
Optimization methods & software·2024Open Access
Inner product regularized multi-energy X-ray tomography for material decomposition
Applied Mathematics for Modern Challenges·2024Open Access
A regularized interior point method for sparse optimal transport on graphs
European Journal of Operational Research·2023· 9 citedOpen Access
A linear algebra perspective on the random multi-block ADMM: the QP case
CALCOLO·2023Open Access
Inner product regularized multi-energy X-ray tomography for material decomposition
arXiv (Cornell University)·2023Open Access
A regularized Interior Point Method for sparse Optimal Transport on Graphs
arXiv (Cornell University)·2023Open Access
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport
INFORMS journal on computing·2023· 5 citedOpen Access
A New Stopping Criterion for Krylov Solvers Applied in Interior Point Methods
SIAM Journal on Scientific Computing·2023· 5 citedOpen Access
Proximal Stabilized Interior Point Methods and Low-Frequency-Update Preconditioning Techniques
Journal of Optimization Theory and Applications·2023· 10 citedOpen Access
An active-set method for sparse approximations. Part II: General piecewise-linear terms
arXiv (Cornell University)·2023Open Access
New Algorithms for Hierarchical Optimization in Kidney Exchange Programs
Operations Research·2023· 12 citedOpen Access
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport
INFORMS journal on computing·2023
General-purpose preconditioning for regularized interior point methods
Computational Optimization and Applications·2022· 8 citedOpen Access
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Frequent Co-authors

Andreas Grothey(8), Pedro Munari(4), Robert Sarkissian(3), Pablo González-Brevis(3), Kimon Fountoulakis(3), Marco Colombo(3), Kristian Woodsend(3), Csaba Mészáros(2), Xiaojie Xu(2), Luca Bergamaschi(2), Giovanni Zilli(2), J.‐P. Vial(2), Roy Kouwenberg(2), Rachael Tappenden(2), Peter Richtárik(2), Emmanuel Fragnière(2), Ghussoun Al-Jeiroudi(2), J. A. J. Hall(2), Alemseged Gebrehiwot Weldeyesus(2), Linwei He(2)