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2016

Multi-stage adjustable robust mixed-integer optimization via iterative splitting of the uncertainty set

Postek, K. & den Hertog, D., Jul 2016, In : INFORMS Journal on Computing. 28, 3, p. 553-574

Research output: Contribution to journalArticleScientificpeer-review

Budget control
Computational complexity
Uncertainty
Integer
Decision rules
209 Downloads (Pure)

Efficient Methods for Several Classes of Ambiguous Stochastic Programming Problems under Mean-MAD Information

Postek, K., Romeijnders, W., den Hertog, D. & van der Vlerk, M. H., 22 Sep 2016, Tilburg: Operations research, 48 p. (CentER Discussion Paper; vol. 2016-039).

Research output: Working paperDiscussion paperOther research output

File
Stochastic programming
Integer
Costs
Uncertainty
Deviation
2018

Robust optimization with ambiguous stochastic constraints under mean and dispersion information

Postek, K., Ben-Tal, A., den Hertog, D. & Melenberg, B., May 2018, In : Operations Research. 66, 3, p. 814-833

Research output: Contribution to journalArticleScientificpeer-review

Random variables
Computational complexity
Robust optimization
Upper bound
2016

Computationally tractable counterparts of distributionally robust constraints on risk measures

Postek, K., den Hertog, D. & Melenberg, B., 3 Nov 2016, In : SIAM Review. 58, 4, p. 603-650 48 p.

Research output: Contribution to journalArticleScientificpeer-review

Risk Measures
Probability distributions
Probability Distribution
Uncertainty
Probability Metrics
2019

Robust optimization of dose-volume metrics for prostate HDR-brachytherapy incorporating target- and OAR volume delineation uncertainties

Balvert, M., den Hertog, D. & Hoffmann, A. L., Feb 2019, In : INFORMS Journal on Computing. 31, 1, p. 100-114

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Radiotherapy
Planning
Tumors
Uncertainty
Robust optimization
2016
490 Downloads (Pure)

Multi-stage Adjustable Robust Mixed-Integer Optimization via Iterative Splitting of the Uncertainty set (Revision of CentER Discussion Paper 2014-056)

Postek, K. S. & den Hertog, D., 1 Feb 2016, Tilburg: Operations research, 40 p. (CentER Discussion Paper; vol. 2016-006).

Research output: Working paperDiscussion paperOther research output

Open Access
File
Uncertainty
Integer
Decision rules
Lot sizing
Manpower

Robust dual-response optimization

Yanikoglu, I., den Hertog, D. & Kleijnen, J. P. C., 2016, In : IIE Transactions: Industrial Engineering Research and Development. 48, 3, p. 298-312

Research output: Contribution to journalArticleScientificpeer-review

Probability distributions
Experiments
2017

Impact op samenleving vanuit de ziel

Wilthagen, T., den Hertog, D. & Sitskoorn, M., 15 Nov 2017

Research output: Non-textual formWeb publication/siteOther research output

Open Access

Optimal strategies for flood prevention

Eijgenraam, C., Brekelmans, R., den Hertog, D. & Roos, C., May 2017, In : Management Science. 63, 5, p. 1644-1656

Research output: Contribution to journalArticleScientificpeer-review

Optimal strategy
The Netherlands
Economics
Climate
Optimal solution
417 Downloads (Pure)

Robust optimization of uncertain multistage inventory systems with inexact data in decision rules

de Ruiter, F., Ben-Tal, A., Brekelmans, R. & den Hertog, D., Jan 2017, In : Computational Management Science. 14, 1, p. 45-66

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
Information management
Robust optimization
Decision rules
Inventory systems
Planning
2018

Adjustable robust optimization via Fourier-Motzkin elimination

Zhen, J., den Hertog, D. & Sim, M., Jul 2018, In : Operations Research. 66, 4, p. 1086-1100

Research output: Contribution to journalArticleScientificpeer-review

Linear programming
Robust optimization
Optimization problem
Lenses
Decision rules
2017
45 Downloads (Pure)

Centered solutions for uncertain linear equations

Zhen, J. & den Hertog, D., Oct 2017, In : Computational Management Science. 14, 4, p. 585-610

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
Linear equations
Uncertainty
Robust optimization

Robust shift generation in workforce planning

van Hulst, D., den Hertog, D. & Nuijten, W., Jan 2017, In : Computational Management Science. 14, 1, p. 115–134

Research output: Contribution to journalArticleScientificpeer-review

Planning
Controllers
Air
Uncertainty
Workforce planning
2016
553 Downloads (Pure)

Adjustable Robust Strategies for Flood Protection

Postek, K., den Hertog, D., Kind, J. & Pustjens, C., 21 Sep 2016, Tilburg: Operations research, 24 p. (CentER Discussion Paper ; vol. 2016-038).

Research output: Working paperDiscussion paperOther research output

File
cost
estuary
flood protection
modeling
decision
2017
43 Downloads (Pure)

EP-1696: Dose-painting planning with uncertainties in dose-response parameters and in patient positioning

Balvert, M., Breedveld, S., Unkelbach, J., den Hertog, D. & Petit, S., May 2017, In : Radiotherapy and Oncology. 123, S1, p. S927-S928 2 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2016
692 Downloads (Pure)

The Nutritious Supply Chain: Optimizing Humanitarian Food Aid

Peters, K., Fleuren, H., den Hertog, D., Kavelj, M., Silva, S., Goncalves, R., Ergun, O. & Soldner, M., 28 Nov 2016, Tilburg: CentER, Center for Economic Research, 30 p. (CentER Discussion Paper; vol. 2016-044).

Research output: Working paperDiscussion paperOther research output

File
Supply chains
Linear programming
Recovery
Costs
2019
1 Downloads (Pure)

Reducing conservatism in robust optimization

Roos, E. & den Hertog, D., Jun 2019, (Accepted/In press) In : INFORMS Journal on Computing.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
Uncertainty
Conservatism
Robust optimization
Violations
Safeguards
2018

When are static and adjustable robust optimization problems with constraint-wise uncertainty equivalent?

Marandi, A. & den Hertog, D., Aug 2018, In : Mathematical Programming . 170, 2, p. 555-568

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Robust Optimization
Optimization Problem
Uncertainty
Uncertain Parameters
Decision Rules
2017

Extending the Scope of Robust Quadratic Optimization

Marandi, A., Ben-Tal, A., den Hertog, D. & Melenberg, B., Jun 2017, (Submitted) Optimization Online.

Research output: Working paperDiscussion paperOther research output

Covariance matrix
Uncertainty
2018

Computing the maximum volume inscribed ellipsoid of a polytopic projection

Zhen, J. & den Hertog, D., Jan 2018, In : INFORMS Journal on Computing. 30, 1, p. 31-42

Research output: Contribution to journalArticleScientificpeer-review

Color
Approximation
Optimization techniques
Optimal solution
Robust optimization
2017

Adjustable robust optimisation approach to optimise discounts for multi-period supply chain coordination under demand uncertainty

Buhayenko, V. & den Hertog, D., Jul 2017, In : International Journal of Production Research. 55, 22, p. 6801-6823

Research output: Contribution to journalArticleScientificpeer-review

Supply chains
Uncertainty
Demand uncertainty
Robust optimization
Supply chain coordination
2016
181 Downloads (Pure)

Centered Solutions for Uncertain Linear Equations (revision of CentER DP 2015-044)

Zhen, J. & den Hertog, D., 22 Dec 2016, Tilburg: CentER, Center for Economic Research, 26 p. (CentER Discussion Paper; vol. 2016-048).

Research output: Working paperDiscussion paperOther research output

File
Linear equations
Uncertainty
2019

Optimal combined proton-photon therapy schemes based on the standard BED model

ten Eikelder, S. C. M., den Hertog, D., Bortfeld, T. & Perko, Z., Mar 2019, In : Physics in Medicine and Biology. 64, 6, 21 p., 065011.

Research output: Contribution to journalArticleScientificpeer-review

2017

Globalized robust optimization for nonlinear uncertain inequalities

Ben-Tal, A., Brekelmans, R., den Hertog, D. & Vial, J. P., Apr 2017, In : INFORMS Journal on Computing. 29, 2, p. 350-366

Research output: Contribution to journalArticleScientificpeer-review

Uncertainty
Robust optimization
Violations
Distance measure
Trade-offs
2016
164 Downloads (Pure)

The impact of the existence of multiple adjustable robust solutions

de Ruiter, F., Brekelmans, R. & den Hertog, D., 11 Oct 2016, In : Mathematical Programming . 160, 1-2, p. 531-545

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
Robust Optimization
Multiple Solutions
Decision Rules
Folding
Horizon