Jan Kronqvist
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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
552019
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
392016
Structural learning in artificial neural networks using sparse optimization
M Manngård, J Kronqvist, JM Böling
Neurocomputing 272, 660-667, 2018
242018
Reformulations for utilizing separability when solving convex MINLP problems
J Kronqvist, A Lundell, T Westerlund
Journal of Global Optimization 71 (3), 571-592, 2018
82018
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
62017
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
52019
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
42017
Using regularization and second order information in outer approximation for convex MINLP
J Kronqvist, DE Bernal, IE Grossmann
Mathematical Programming, 1-26, 2018
32018
SHOT–A global solver for convex MINLP in Wolfram Mathematica
A Lundell, J Kronqvist, T Westerlund
Computer Aided Chemical Engineering 40, 2137-2142, 2017
32017
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
32016
The Supporting Hyperplane Optimization Toolkit
A Lundell, J Kronqvist, T Westerlund
URL http://www. github. com/coin-or/shot, 2018
22018
Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis.
E Botoeva, P Kouvaros, J Kronqvist, A Lomuscio, R Misener
AAAI, 3291-3299, 2020
12020
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
Lifted polyhedral approximations in convex mixed integer nonlinear programming
J Kronqvist, A Lundell, T Westerlund
XIII GLOBAL OPTIMIZATION WORKSHOP GOW’16 4-8 September 2016 16, 117-120, 2016
12016
An extended supporting hyperplane algorithm for convex MINLP problems
A Lundell, J Kronqvist, T Westerlund
XII GLOBAL OPTIMIZATION WORKSHOP, 21-24, 2014
12014
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
2020
On Solving Nonconvex MINLP Problems with SHOT
A Lundell, J Kronqvist
World Congress on Global Optimization, 448-457, 2019
2019
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
2019
Convex Minlp–An Efficient Tool for Design and Optimization Tasks?
J Kronqvist, A Lundell
Computer Aided Chemical Engineering 47, 245-250, 2019
2019
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Artiklar 1–20