10 citations · 13 across the 3 of their papers we have counts for
4 papers · 1 filter
An Efficient Approach to Distributionally Robust Network Capacity Planning
Trivikram Dokka, Francis Garuba, Marc Goerigk +1
In this paper, we consider a network capacity expansion problem in the context of telecommunication networks, where there is uncertainty associated with the expected traffic demand…
A Comparison of Discrete and Polyhedral Uncertainty Sets for Robust Network Design
Francis Garuba, Marc Goerigk, Peter Jacko
We consider a network design and expansion problem, where we need to make a capacity investment now, such that uncertain future demand can be satisfied as closely as possible. To u…
The Finite-Horizon Two-Armed Bandit Problem with Binary Responses: A Multidisciplinary Survey of the History, State of the Art, and Myths
Peter Jacko
In this paper we consider the two-armed bandit problem, which often naturally appears per se or as a subproblem in some multi-armed generalizations, and serves as a starting point…
A Comparison of Models for Uncertain Network Design
Francis Garuba, Marc Goerigk, Peter Jacko
To solve a real-world problem, the modeler usually needs to make a trade-off between model complexity and usefulness. This is also true for robust optimization, where a wide range…