Jan Kronqvist
Jan Kronqvist
KTH Royal Institute of Technology, Assistant Professor in Optimization and Systems Theory
Verified email at kth.se - Homepage
Title
Cited by
Cited by
Year
A review and comparison of solvers for convex MINLP
J Kronqvist, DE Bernal, A Lundell, IE Grossmann
Optimization and Engineering 20 (2), 397-455, 2019
1412019
The extended supporting hyperplane algorithm for convex mixed-integer nonlinear programming
J Kronqvist, A Lundell, T Westerlund
Journal of Global Optimization 64 (2), 249-272, 2016
632016
Efficient verification of relu-based neural networks via dependency analysis
E Botoeva, P Kouvaros, J Kronqvist, A Lomuscio, R Misener
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3291-3299, 2020
382020
Structural learning in artificial neural networks using sparse optimization
M Manngård, J Kronqvist, JM Böling
Neurocomputing 272, 660-667, 2018
332018
Reformulations for utilizing separability when solving convex MINLP problems
J Kronqvist, A Lundell, T Westerlund
Journal of Global Optimization 71 (3), 571-592, 2018
212018
A center-cut algorithm for quickly obtaining feasible solutions and solving convex MINLP problems
J Kronqvist, DE Bernal, A Lundell, T Westerlund
Computers & Chemical Engineering 122, 105-113, 2019
152019
Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems
VP Eronen, J Kronqvist, T Westerlund, MM Mäkelä, N Karmitsa
Journal of Global Optimization 69 (2), 443-459, 2017
152017
Using regularization and second order information in outer approximation for convex MINLP
J Kronqvist, DE Bernal, IE Grossmann
Mathematical Programming 180 (1), 285-310, 2020
142020
The supporting hyperplane optimization toolkit–a polyhedral outer approximation based convex MINLP solver utilizing a single branching tree approach
A Lundell, J Kronqvist, T Westerlund
Preprint, Optimization Online, 2018
92018
SHOT–A global solver for convex MINLP in Wolfram Mathematica
A Lundell, J Kronqvist, T Westerlund
Computer aided chemical engineering 40, 2137-2142, 2017
82017
A center-cut algorithm for solving convex mixed-integer nonlinear programming problems
J Kronqvist, A Lundell, T Westerlund
Computer Aided Chemical Engineering 40, 2131-2136, 2017
82017
Improvements to the supporting hyperplane optimization toolkit solver for convex MINLP
A Lundell, J Kronqvist, T Westerlund
XIII GLOBAL OPTIMIZATION WORKSHOP GOW’16 4-8 September 2016 16, 101-104, 2016
62016
ENTMOOT: a framework for optimization over ensemble tree models
A Thebelt, J Kronqvist, M Mistry, RM Lee, N Sudermann-Merx, R Misener
arXiv preprint arXiv:2003.04774, 2020
52020
The Supporting Hyperplane Optimization Toolkit
A Lundell, J Kronqvist, T Westerlund
URL http://www. github. com/coin-or/shot, 2018
52018
A disjunctive cut strengthening technique for convex MINLP
J Kronqvist, R Misener
Optimization and Engineering 22 (3), 1315-1345, 2021
42021
Partition-based formulations for mixed-integer optimization of trained relu neural networks
C Tsay, J Kronqvist, A Thebelt, R Misener
arXiv preprint arXiv:2102.04373, 2021
42021
Global optimization with ensemble machine learning models
A Thebelt, J Kronqvist, RM Lee, N Sudermann-Merx, R Misener
Computer Aided Chemical Engineering 48, 1981-1986, 2020
42020
Between steps: Intermediate relaxations between big-M and convex hull formulations
J Kronqvist, R Misener, C Tsay
International Conference on Integration of Constraint Programming …, 2021
32021
Polyhedral approximation strategies for nonconvex mixed-integer nonlinear programming in SHOT
A Lundell, J Kronqvist
Journal of Global Optimization, 1-34, 2021
22021
On solving nonconvex MINLP problems with SHOT
A Lundell, J Kronqvist
World Congress on Global Optimization, 448-457, 2019
22019
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