Certifiably optimal sparse principal component analysis

by Berk, Lauren, Bertsimas, Dimitris
Published in Mathematical programming computation

Optimal sensitivity based on IPOPT

by Pirnay, Hans, López-Negrete, Rodrigo, Biegler, Lorenz T.
Published in Mathematical programming computation

Learning customized and optimized lists of rules with mathematical programming

by Rudin, Cynthia, Ertekin, Şeyda
Published in Mathematical programming computation

Deterministic global optimization with Gaussian processes embedded

by Schweidtmann, Artur M., Bongartz, Dominik, Grothe, Daniel, Kerkenhoff, Tim, Lin, Xiaopeng, Najman, Jaromił, Mitsos, Alexander
Published in Mathematical programming computation

Self-adaptive ADMM for semi-strongly convex problems

by Tang, Tianyun, Toh, Kim-Chuan
Published in Mathematical programming computation

Efficient block-coordinate descent algorithms for the Group Lasso

by Qin, Zhiwei, Scheinberg, Katya, Goldfarb, Donald
Published in Mathematical programming computation

On the impact of running intersection inequalities for globally solving polynomial optimization problems

by Del Pia, Alberto, Khajavirad, Aida, Sahinidis, Nikolaos V.
Published in Mathematical programming computation

A quasi-Newton algorithm for nonconvex, nonsmooth optimization with global convergence guarantees

by Curtis, Frank E., Que, Xiaocun
Published in Mathematical programming computation

Structure-aware methods for expensive derivative-free nonsmooth composite optimization

by Larson, Jeffrey, Menickelly, Matt
Published in Mathematical programming computation

CP-Lib: Benchmark Instances of the Clique Partitioning Problem

by Sørensen, Michael M., Letchford, Adam N.
Published in Mathematical programming computation

Domain-Driven Solver (DDS) Version 2.1: a MATLAB-based software package for convex optimization problems in domain-driven form

by Karimi, Mehdi, Tunçel, Levent
Published in Mathematical programming computation

KidneyExchange.jl: a Julia package for solving the kidney exchange problem with branch-and-price

by Arslan, Ayşe N., Omer, Jérémy, Yan, Fulin
Published in Mathematical programming computation

A computational study of perspective cuts

by Bestuzheva, Ksenia, Gleixner, Ambros, Vigerske, Stefan
Published in Mathematical programming computation

A parallel hub-and-spoke system for large-scale scenario-based optimization under uncertainty

by Knueven, Bernard, Mildebrath, David, Muir, Christopher, Siirola, John D., Watson, Jean-Paul, Woodruff, David L.
Published in Mathematical programming computation

Regularization of limited memory quasi-Newton methods for large-scale nonconvex minimization

by Kanzow, Christian, Steck, Daniel
Published in Mathematical programming computation

Mixed integer bilevel optimization with a k-optimal follower: a hierarchy of bounds

by Shi, Xueyu, Prokopyev, Oleg A., Ralphs, Ted K.
Published in Mathematical programming computation

General k-opt submoves for the Lin–Kernighan TSP heuristic

by Helsgaun, Keld
Published in Mathematical programming computation

A parallel quadratic programming method for dynamic optimization problems

by Frasch, Janick V., Sager, Sebastian, Diehl, Moritz
Published in Mathematical programming computation

A stochastic approximation method for approximating the efficient frontier of chance-constrained nonlinear programs

by Kannan, Rohit, Luedtke, James R.
Published in Mathematical programming computation

Efficient MIP techniques for computing the relaxation complexity

by Averkov, Gennadiy, Hojny, Christopher, Schymura, Matthias
Published in Mathematical programming computation