Jan Kronqvist
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
1012019
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
522016
Structural learning in artificial neural networks using sparse optimization
M Manngård, J Kronqvist, JM Böling
Neurocomputing 272, 660-667, 2018
312018
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
192020
Reformulations for utilizing separability when solving convex MINLP problems
J Kronqvist, A Lundell, T Westerlund
Journal of Global Optimization 71 (3), 571-592, 2018
122018
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
92019
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
92017
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
82020
The supporting hyperplane optimization toolkit—a polyhedral outer approximation based convex MINLP solver utilizing a single branching tree approach. Optimization
A Lundell, J Kronqvist, T Westerlund
Preprint, Optimization Online, 2018
62018
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
62017
SHOT–A global solver for convex MINLP in Wolfram Mathematica
A Lundell, J Kronqvist, T Westerlund
Computer aided chemical engineering 40, 2137-2142, 2017
52017
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
52016
The Supporting Hyperplane Optimization Toolkit
A Lundell, J Kronqvist, T Westerlund
URL http://www. github. com/coin-or/shot, 2018
32018
A disjunctive cut strengthening technique for convex MINLP
J Kronqvist, R Misener
Optimization and Engineering, 1-31, 2020
22020
On Solving Nonconvex MINLP Problems with SHOT
A Lundell, J Kronqvist
World Congress on Global Optimization, 448-457, 2019
22019
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
12021
Between steps: Intermediate relaxations between big-M and convex hull formulations
J Kronqvist, R Misener, C Tsay
arXiv preprint arXiv:2101.12708, 2021
12021
Integration of polyhedral outer approximation algorithms with MIP solvers through callbacks and lazy constraints
A Lundell, J Kronqvist
AIP Conference Proceedings 2070 (1), 020012, 2019
12019
Simulation-based optimization of chemical processes using the extended cutting plane algorithm
J Javaloyes-Antón, J Kronqvist, JA Caballero
Computer Aided Chemical Engineering 43, 463-469, 2018
12018
A Level-Based Quadratic Outer Approximation Algorithm for Convex MINLP
J Kronqvist, DE Bernal, IE Grossmann
2017 AIChE Annual Meeting, 2017
12017
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