Robust two-stage combinatorial optimization problems under convex second-stage cost uncertainty

M Goerigk, A Kasperski, P Zieliński - Journal of Combinatorial Optimization, 2022 - Springer
In this paper a class of robust two-stage combinatorial optimization problems is discussed. It
is assumed that the uncertain second-stage costs are specified in the form of a convex …

Robust combinatorial optimization problems under budgeted interdiction uncertainty

M Goerigk, M Khosravi - OR Spectrum, 2024 - Springer
In robust combinatorial optimization, we would like to find a solution that performs well under
all realizations of an uncertainty set of possible parameter values. How we model this …

Short paper-a note on robust combinatorial optimization with generalized interval uncertainty

H Yaman - Open Journal of Mathematical Optimization, 2023 - ojmo.centre-mersenne.org
In this paper, we consider a robust combinatorial optimization problem with uncertain
weights and propose an uncertainty set that generalizes interval uncertainty by imposing …

Robust Problems

M Goerigk, M Hartisch - … Optimization: Concepts, Models and Algorithms for …, 2024 - Springer
We define different concepts of robustness for combinatorial optimization problems and
introduce models for scenario sets in this chapter. From an axiomatic perspective, there is …

Combinatorial Robust Optimization with Decision-Dependent Information Discovery and Polyhedral Uncertainty

J Omer, M Poss - 2023 - hal.science
Given a nominal combinatorial optimization problem, we consider a robust two-stages
variant with polyhedral cost uncertainty, called DDID. In the first stage, DDID selects a subset …

[PDF][PDF] Open Journal of Mathematical Optimization

H Yaman - 2023 - core.ac.uk
In this paper, we consider a robust combinatorial optimization problem with uncertain
weights and propose an uncertainty set that generalizes interval uncertainty by imposing …

[PDF][PDF] A Note on Robust Combinatorial Optimization with Generalized Interval Uncertainty

H Yaman Paternotte - Open Journal of Mathematical Optimization, 2023 - lirias.kuleuven.be
In this paper, we consider a robust combinatorial optimization problem with uncertain
weights and propose an uncertainty set that generalizes interval uncertainty by imposing …

Gamma counterparts for robust nonlinear combinatorial and discrete optimization

D Adelhütte, F Liers - arXiv preprint arXiv:2304.01688, 2023 - arxiv.org
Gamma uncertainty sets have been introduced for adjusting the degree of conservatism of
robust counterparts of (discrete) linear programs. The contribution of this paper is a …

[引用][C] Pareto efficiency and budget uncertainties in robust nonlinear optimization

D Adelhütte - Dissertation, Erlangen, Friedrich …