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ORCIDDick den Hertog
2020 – today
- 2025
[j80]Donato Maragno
, Holly M. Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe O. Fajemisin:
Mixed-Integer Optimization with Constraint Learning. Oper. Res. 73(2): 1011-1028 (2025)- [j79]Dick den Hertog, Jean Pauphilet, Yannick Pham, Bruno Sainte-Rose, Baizhi Song:
Optimizing the Path Towards Plastic-Free Oceans. Oper. Res. 73(3): 1165-1183 (2025) - [c3]Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno:
Enhancing Decision Making Through the Integration of Large Language Models and Operations Research Optimization. AAAI 2025: 28643-28650 - 2024
- [j78]Adejuyigbe O. Fajemisin, Donato Maragno, Dick den Hertog:
Optimization with constraint learning: A framework and survey. Eur. J. Oper. Res. 314(1): 1-14 (2024) - [j77]Danique de Moor, Joris Camiel Wagenaar, Robert Poos, Dick den Hertog, Hein A. Fleuren:
A robust approach to food aid supply chains. Eur. J. Oper. Res. 318(1): 269-285 (2024) - [j76]Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog:
Finding Regions of Counterfactual Explanations via Robust Optimization. INFORMS J. Comput. 36(5): 1316-1334 (2024) - [j75]Dick den Hertog, Jean Pauphilet, Mohamed Yahya Soali:
Minkowski Centers via Robust Optimization: Computation and Applications. Oper. Res. 72(5): 2135-2152 (2024) - [j74]Dimitris Bertsimas, Stefan C. M. ten Eikelder, Dick den Hertog, Nikolaos Trichakis:
Pareto Adaptive Robust Optimality via a Fourier-Motzkin Elimination lens. Math. Program. 205(1): 485-538 (2024) - [i7]Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno:
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. CoRR abs/2402.16269 (2024) - [i6]Jannis Kurtz, S. Ilker Birbil, Dick den Hertog:
Counterfactual Explanations for Linear Optimization. CoRR abs/2405.15431 (2024) - 2023
- [j73]Frans J. C. T. de Ruiter, Jianzhe Zhen, Dick den Hertog:
Technical Note - Dual Approach for Two-Stage Robust Nonlinear Optimization. Oper. Res. 71(5): 1794-1799 (2023) - [j72]Aras Selvi, Dick den Hertog, Wolfram Wiesemann:
A reformulation-linearization technique for optimization over simplices. Math. Program. 197(1): 427-447 (2023) - [j71]Dimitris Bertsimas, Dick den Hertog, Jean Pauphilet, Jianzhe Zhen:
Robust convex optimization: A new perspective that unifies and extends. Math. Program. 200(2): 877-918 (2023) - [i5]Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog:
Finding Regions of Counterfactual Explanations via Robust Optimization. CoRR abs/2301.11113 (2023) - 2022
- [j70]Ernst Roos, Ruud Brekelmans, Wouter van Eekelen, Dick den Hertog, Johan S. H. van Leeuwaarden:
Tight tail probability bounds for distribution-free decision making. Eur. J. Oper. Res. 299(3): 931-944 (2022) - [j69]Jianzhe Zhen, Frans J. C. T. de Ruiter, Ernst Roos, Dick den Hertog:
Robust Optimization for Models with Uncertain Second-Order Cone and Semidefinite Programming Constraints. INFORMS J. Comput. 34(1): 196-210 (2022) - [j68]Ahmadreza Marandi, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg:
Extending the Scope of Robust Quadratic Optimization. INFORMS J. Comput. 34(1): 211-226 (2022) - [j67]Wouter van Eekelen, Dick den Hertog, Johan S. H. van Leeuwaarden:
MAD Dispersion Measure Makes Extremal Queue Analysis Simple. INFORMS J. Comput. 34(3): 1681-1692 (2022) - [j66]Aras Selvi, Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog:
Convex Maximization via Adjustable Robust Optimization. INFORMS J. Comput. 34(4): 2091-2105 (2022) - [j65]Jianzhe Zhen, Ahmadreza Marandi, Danique de Moor, Dick den Hertog, Lieven Vandenberghe:
Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective. INFORMS J. Comput. 34(5): 2410-2427 (2022) - [j64]Koen Peters, Sérgio Silva, Tim Sergio Wolter, Luis Anjos, Nina van Ettekoven, Éric Combette, Anna Melchiori, Hein A. Fleuren, Dick den Hertog, Özlem Ergun:
UN World Food Programme: Toward Zero Hunger with Analytics. INFORMS J. Appl. Anal. 52(1): 8-26 (2022) - [i4]Luce Brotcorne, Christoph Buchheim, Dick den Hertog, Dorothee Henke:
Optimization at the Second Level (Dagstuhl Seminar 22441). Dagstuhl Reports 12(10): 207-224 (2022) - 2021
- [j63]Ernst Roos, Dick den Hertog:
A distributionally robust analysis of the program evaluation and review technique. Eur. J. Oper. Res. 291(3): 918-928 (2021) - [j62]Koen Peters, Sérgio Silva, Rui Gonçalves, Mirjana Kavelj, Hein A. Fleuren, Dick den Hertog, Özlem Ergun, Mallory Freeman:
The Nutritious Supply Chain: Optimizing Humanitarian Food Assistance. INFORMS J. Optim. 3(2): 200-226 (2021) - [j61]Dimitris Bertsimas, Dick den Hertog, Jean Pauphilet:
Probabilistic Guarantees in Robust Optimization. SIAM J. Optim. 31(4): 2893-2920 (2021) - [i3]Adejuyigbe O. Fajemisin, Donato Maragno, Dick den Hertog:
Optimization with Constraint Learning: A Framework and Survey. CoRR abs/2110.02121 (2021) - [i2]Donato Maragno, Holly M. Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe O. Fajemisin:
Mixed-Integer Optimization with Constraint Learning. CoRR abs/2111.04469 (2021) - [i1]Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog:
A Robust Optimization Approach to Deep Learning. CoRR abs/2112.09279 (2021) - 2020
- [j60]Ernst Roos, Dick den Hertog:
Reducing Conservatism in Robust Optimization. INFORMS J. Comput. 32(4): 1109-1127 (2020) - [j59]Kees Roos, Marleen Balvert, Bram L. Gorissen, Dick den Hertog:
A Universal and Structured Way to Derive Dual Optimization Problem Formulations. INFORMS J. Optim. 2(4): 229-255 (2020)
2010 – 2019
- 2019
- [j58]Krzysztof Postek, Ward Romeijnders, Dick den Hertog, Maarten H. van der Vlerk:
An approximation framework for two-stage ambiguous stochastic integer programs under mean-MAD information. Eur. J. Oper. Res. 274(2): 432-444 (2019) - [j57]Ihsan Yanikoglu, Bram L. Gorissen, Dick den Hertog:
A survey of adjustable robust optimization. Eur. J. Oper. Res. 277(3): 799-813 (2019) - [j56]Marleen Balvert, Dick den Hertog, Aswin L. Hoffmann:
Robust Optimization of Dose-Volume Metrics for Prostate HDR-Brachytherapy Incorporating Target and OAR Volume Delineation Uncertainties. INFORMS J. Comput. 31(1): 100-114 (2019) - 2018
- [j55]Jianzhe Zhen, Dick den Hertog:
Computing the Maximum Volume Inscribed Ellipsoid of a Polytopic Projection. INFORMS J. Comput. 30(1): 31-42 (2018) - [j54]Krzysztof Postek, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg:
Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information. Oper. Res. 66(3): 814-833 (2018) - [j53]Jianzhe Zhen, Dick den Hertog, Melvyn Sim:
Adjustable Robust Optimization via Fourier-Motzkin Elimination. Oper. Res. 66(4): 1086-1100 (2018) - [j52]Ahmadreza Marandi, Dick den Hertog:
When are static and adjustable robust optimization problems with constraint-wise uncertainty equivalent? Math. Program. 170(2): 555-568 (2018) - 2017
- [j51]Frans J. C. T. de Ruiter, Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog:
Robust optimization of uncertain multistage inventory systems with inexact data in decision rules. Comput. Manag. Sci. 14(1): 45-66 (2017) - [j50]Dori van Hulst, Dick den Hertog, Wim Nuijten:
Robust shift generation in workforce planning. Comput. Manag. Sci. 14(1): 115-134 (2017) - [j49]Jianzhe Zhen, Dick den Hertog:
Centered solutions for uncertain linear equations. Comput. Manag. Sci. 14(4): 585-610 (2017) - [j48]Viktoryia Buhayenko, Dick den Hertog:
Adjustable Robust Optimisation approach to optimise discounts for multi-period supply chain coordination under demand uncertainty. Int. J. Prod. Res. 55(22): 6801-6823 (2017) - [j47]Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog, Jean-Philippe Vial:
Globalized Robust Optimization for Nonlinear Uncertain Inequalities. INFORMS J. Comput. 29(2): 350-366 (2017) - [j46]Carel Eijgenraam, Ruud Brekelmans, Dick den Hertog, Kees Roos:
Optimal Strategies for Flood Prevention. Manag. Sci. 63(5): 1644-1656 (2017) - 2016
- [j45]Krzysztof Postek, Dick den Hertog:
Multistage Adjustable Robust Mixed-Integer Optimization via Iterative Splitting of the Uncertainty Set. INFORMS J. Comput. 28(3): 553-574 (2016) - [j44]Frans J. C. T. de Ruiter, Ruud Brekelmans, Dick den Hertog:
The impact of the existence of multiple adjustable robust solutions. Math. Program. 160(1-2): 531-545 (2016) - [j43]Krzysztof Postek, Dick den Hertog, Bertrand Melenberg:
Computationally Tractable Counterparts of Distributionally Robust Constraints on Risk Measures. SIAM Rev. 58(4): 603-650 (2016) - 2015
- [j42]Aharon Ben-Tal, Dick den Hertog, Jean-Philippe Vial:
Deriving robust counterparts of nonlinear uncertain inequalities. Math. Program. 149(1-2): 265-299 (2015) - 2014
- [j41]Carel Eijgenraam, Jarl Kind, Carlijn Bak, Ruud Brekelmans, Dick den Hertog, Matthijs Duits, Kees Roos, Pieter Vermeer, Wim Kuijken:
Economically Efficient Standards to Protect the Netherlands Against Flooding. Interfaces 44(1): 7-21 (2014) - [j40]Bram L. Gorissen, Hans Blanc, Dick den Hertog, Aharon Ben-Tal:
Technical Note - Deriving Robust and Globalized Robust Solutions of Uncertain Linear Programs with General Convex Uncertainty Sets. Oper. Res. 62(3): 672-679 (2014) - [j39]Aharon Ben-Tal, Dick den Hertog:
Hidden conic quadratic representation of some nonconvex quadratic optimization problems. Math. Program. 143(1-2): 1-29 (2014) - 2013
- [j38]Bram L. Gorissen, Dick den Hertog:
Robust counterparts of inequalities containing sums of maxima of linear functions. Eur. J. Oper. Res. 227(1): 30-43 (2013) - [j37]Ihsan Yanikoglu, Dick den Hertog:
Safe Approximations of Ambiguous Chance Constraints Using Historical Data. INFORMS J. Comput. 25(4): 666-681 (2013) - [j36]Aharon Ben-Tal, Dick den Hertog, Anja De Waegenaere, Bertrand Melenberg, Gijs Rennen:
Robust Solutions of Optimization Problems Affected by Uncertain Probabilities. Manag. Sci. 59(2): 341-357 (2013) - [j35]Tamás Terlaky, Etienne de Klerk, Goran Lesaja, Dick den Hertog:
Special issue in honour of Professor Kees Roos' 70th Birthday. Optim. Methods Softw. 28(3): 393-395 (2013) - [j34]Mohammed Chahim, Ruud Brekelmans, Dick den Hertog, Peter M. Kort:
An impulse control approach to dike height optimization. Optim. Methods Softw. 28(3): 458-477 (2013) - 2012
- [j33]Ruud Brekelmans, Dick den Hertog, Kees Roos, Carel Eijgenraam:
Safe Dike Heights at Minimal Costs: The Nonhomogeneous Case. Oper. Res. 60(6): 1342-1355 (2012) - [j32]Bram L. Gorissen, Dick den Hertog:
Approximating the Pareto set of multiobjective linear programs via robust optimization. Oper. Res. Lett. 40(5): 319-324 (2012) - 2011
- [j31]Gijs Rennen, Edwin R. van Dam, Dick den Hertog:
Enhancement of Sandwich Algorithms for Approximating Higher-Dimensional Convex Pareto Sets. INFORMS J. Comput. 23(4): 493-517 (2011) - [j30]Alex Y. D. Siem, Dick den Hertog, Aswin L. Hoffmann:
A Method for Approximating Univariate Convex Functions Using Only Function Value Evaluations. INFORMS J. Comput. 23(4): 591-604 (2011) - 2010
- [j29]W. J. M. Meuffels, Dick den Hertog:
Puzzle - Solving the Battleship Puzzle as an Integer Programming Problem. INFORMS Trans. Educ. 10(3): 156-162 (2010) - [j28]Edwin R. van Dam, Bart Husslage, Dick den Hertog:
One-dimensional nested maximin designs. J. Glob. Optim. 46(2): 287-306 (2010) - [j27]Ekaterina Vladislavleva, Guido Smits, Dick den Hertog:
On the Importance of Data Balancing for Symbolic Regression. IEEE Trans. Evol. Comput. 14(2): 252-277 (2010)
2000 – 2009
- 2009
- [j26]Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan:
Response surface methodology with stochastic constraints for expensive simulation. J. Oper. Res. Soc. 60(6): 735-746 (2009) - [j25]Ekaterina Vladislavleva, Guido Smits, Dick den Hertog:
Order of Nonlinearity as a Complexity Measure for Models Generated by Symbolic Regression via Pareto Genetic Programming. IEEE Trans. Evol. Comput. 13(2): 333-349 (2009) - 2008
- [j24]Alex Y. D. Siem, Dick den Hertog, Aswin L. Hoffmann:
The effect of transformations on the approximation of univariate (convex) functions with applications to Pareto curves. Eur. J. Oper. Res. 189(2): 347-362 (2008) - [j23]Etienne de Klerk, Dick den Hertog, G. Elabwabi:
On the complexity of optimization over the standard simplex. Eur. J. Oper. Res. 191(3): 773-785 (2008) - [j22]Erwin Stinstra, Dick den Hertog:
Robust optimization using computer experiments. Eur. J. Oper. Res. 191(3): 816-837 (2008) - 2007
- [j21]Jannet I. van Zante-de Fokkert, Dick den Hertog, F. J. van den Berg, J. H. M. Verhoeven:
The Netherlands Schedules Track Maintenance to Improve Track Workers' Safety. Interfaces 37(2): 133-142 (2007) - [j20]Edwin R. van Dam, Bart Husslage, Dick den Hertog, Hans Melissen:
Maximin Latin Hypercube Designs in Two Dimensions. Oper. Res. 55(1): 158-169 (2007) - [j19]Edgar den Boef, Dick den Hertog:
Efficient Line Search Methods for Convex Functions. SIAM J. Optim. 18(1): 338-363 (2007) - 2006
- [j18]Dick den Hertog, P. B. Hulshof:
Solving Rummikub Problems by Integer Linear Programming. Comput. J. 49(6): 665-669 (2006) - [j17]Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün:
Response surface methodology's steepest ascent and step size revisited: Correction. Eur. J. Oper. Res. 170(2): 664-666 (2006) - [j16]Dick den Hertog, Jack P. C. Kleijnen, Alex Y. D. Siem:
The correct Kriging variance estimated by bootstrapping. J. Oper. Res. Soc. 57(4): 400-409 (2006) - [c2]Alex Y. D. Siem, Dick den Hertog, Aswin L. Hoffmann:
Multivariate Convex Approximation and Least-Norm Convex Data-Smoothing. ICCSA (3) 2006: 812-821 - 2005
- [j15]Ruud Brekelmans, Lonneke Driessen, Herbert Hamers, Dick den Hertog:
Constrained optimization involving expensive function evaluations: A sequential approach. Eur. J. Oper. Res. 160(1): 121-138 (2005) - [e1]Hein A. Fleuren, Dick den Hertog, Peter M. Kort:
Operations Research, Proceedings 2004, Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Jointly Organized with the Netherlands Society for Operations Research (NGB), Tilburg, The Netherlands, September 1-3, 2004. 2005, ISBN 978-3-540-24274-1 [contents] - 2004
- [j14]Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün:
Response surface methodology's steepest ascent and step size revisited. Eur. J. Oper. Res. 159(1): 121-131 (2004) - 2003
- [j13]Bart Husslage, Edwin R. van Dam, Dick den Hertog, Peter Stehouwer, Erwin Stinstra:
Collaborative Metamodeling: Coordinating Simulation-based Product Design. Concurr. Eng. Res. Appl. 11(4): 267-278 (2003) - [j12]Erwin Stinstra, Dick den Hertog, Peter Stehouwer, Arjen P. A. Vestjens:
Constrained Maximin Designs for Computer Experiments. Technometrics 45(4): 340-346 (2003) - 2002
- [j11]Dick den Hertog, Peter Stehouwer:
Optimizing color picture tubes by high-cost nonlinear programming. Eur. J. Oper. Res. 140(2): 197-211 (2002) - [c1]Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan:
Recent advances in simulation optimization: response surface methodology revisited. WSC 2002: 377-383
1990 – 1999
- 1998
- [j10]Dick den Hertog:
Interior point methods of mathematical programming : Kluwer Academic Publishers, 1996, ISBN 0-79234201-1, hb., Fl 385, 528 pages. Eur. J. Oper. Res. 107(3): 756-757 (1998) - [j9]Dick den Hertog:
Computational issues in high performance software nonlinear optimization : Kluwer Academic Publishers, 1997, US$ 115.00, ISBN: 0792398629, 158 pages, hb. Eur. J. Oper. Res. 107(3): 757 (1998) - 1995
- [j8]Dick den Hertog, John Kaliski, Cees Roos, Tamás Terlaky:
A logarithmic barrier cutting plane method for convex programming. Ann. Oper. Res. 58(2): 67-98 (1995) - [j7]Dick den Hertog, Florian Jarre, Kees Roos, Tamás Terlaky:
A sufficient condition for self-concordance, with application to some classes of structured convex programming problems. Math. Program. 69: 75-88 (1995) - 1993
- [j6]Kurt M. Anstreicher, Dick den Hertog, Cornelis Roos, Tamás Terlaky:
A Long-Step Barrier Method for Convex Quadratic Programming. Algorithmica 10(5): 365-382 (1993) - [j5]Osman Güler, Dick den Hertog, Cornelis Roos, Tamás Terlaky, Takashi Tsuchiya:
Degeneracy in interior point methods for linear programming: a survey. Ann. Oper. Res. 46-47(1): 107-138 (1993) - 1992
- [j4]Dick den Hertog, Cees Roos, Tamás Terlaky:
A build-up variant of the logarithmic barrier method for LP. Oper. Res. Lett. 12(3): 181-186 (1992) - [j3]Dick den Hertog, Cornelis Roos, Tamás Terlaky:
A Large-Step Analytic Center Method for a Class of Smooth Convex Programming Problems. SIAM J. Optim. 2(1): 55-70 (1992) - [j2]Dick den Hertog, Cornelis Roos, Jean-Philippe Vial:
A Complexity Reduction for the Long-Step Path-Following Algorithm for Linear Programming. SIAM J. Optim. 2(1): 71-87 (1992) - 1991
- [j1]Dick den Hertog, Cees Roos:
A survey of search directions in interior point methods for linear programming. Math. Program. 52: 481-509 (1991)
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