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Krzysztof Postek
Krzysztof Postek
Boston Consulting Group
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Multistage adjustable robust mixed-integer optimization via iterative splitting of the uncertainty set
K Postek, D Hertog
INFORMS Journal on Computing 28 (3), 553-574, 2016
1602016
Robust optimization with ambiguous stochastic constraints under mean and dispersion information
K Postek, A Ben-Tal, D Den Hertog, B Melenberg
Operations Research 66 (3), 814-833, 2018
97*2018
Computationally tractable counterparts of distributionally robust constraints on risk measures
K Postek, D den Hertog, B Melenberg
SIAM Review 58 (4), 603–650, 2016
82*2016
Bridging the gap between predictive and prescriptive analytics-new optimization methodology needed
D den Hertog, K Postek
Tilburg Univ, Tilburg, The Netherlands, 2016
542016
Adjustable robust strategies for flood protection
K Postek, D den Hertog, J Kind, C Pustjens
Omega 82, 142-154, 2019
432019
Distributionally robust optimization with polynomial densities: theory, models and algorithms
E de Klerk, D Kuhn, K Postek
Mathematical Programming 181, 265-296, 2020
312020
Piecewise constant decision rules via branch-and-bound based scenario detection for integer adjustable robust optimization
W Romeijnders, K Postek
arXiv preprint arXiv:1805.10079, 2018
142018
An adaptive robust optimization model for parallel machine scheduling
I Cohen, K Postek, S Shtern
European Journal of Operational Research 306 (1), 83-104, 2023
132023
An approximation framework for two-stage ambiguous stochastic integer programs under mean-MAD information
K Postek, W Romeijnders, D Den Hertog, MH van der Vlerk
European Journal of Operational Research 274 (2), 432-444, 2019
92019
First-order algorithms for robust optimization problems via convex-concave saddle-point Lagrangian reformulation
K Postek, S Shtern
INFORMS Journal on Computing, 2024
62024
Machine Learning for K-Adaptability in Two-Stage Robust Optimization
E Julien, K Postek, Şİ Birbil
INFORMS Journal on Computing, 2024
32024
Robust losses for decision-focused learning
N Schutte, K Postek, N Yorke-Smith
arXiv preprint arXiv:2310.04328, 2023
32023
Multistage Robust Mixed-Integer Programming
K Postek, W Romeijnders, W Wiesemann
Operations Research, 2025
12025
Improving Metaheuristic Efficiency for Stochastic Optimization by Sequential Predictive Sampling
N Schutte, K Postek, N Yorke-Smith
International Conference on the Integration of Constraint Programming …, 2024
12024
Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control
JH Baayen, K Postek
Journal of Global Optimization 82 (2), 263-281, 2022
12022
Computing the channel capacity of a communication system affected by uncertain transition probabilities
K Postek, A Ben-Tal
IEEE Transactions on Information Theory 64 (10), 6803-6815, 2018
12018
Hands-On Mathematical Optimization with Python
K Postek, A Zocca, JAS Gromicho, JC Kantor
Cambridge University Press, 2025
2025
Exact and heuristic approaches for the ship-to-shore problem
M Wagenvoort, PC Bouman, M van Ee, TL Tessensohn, K Postek
European Journal of Operational Research 320 (1), 115-131, 2025
2025
Modeling ray angles in deep learning based dose calculation algorithms
J van der Valk Bouman, IS Breedveld, K Postek, Z Perkó, ...
2022
Learning from K-adaptability to enhance partitioning in two-stage robust optimization problems
E Julien, KS Postek, Şİ Birbil
2021
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