15 citations · 57 across the 31 of their papers we have counts for
7 papers · 1 filter
Digital Annealer for quadratic unconstrained binary optimization: a comparative performance analysis
Oylum Şeker, Neda Tanoumand, Merve Bodur
Digital Annealer (DA) is a computer architecture designed for tackling combinatorial optimization problems formulated as quadratic unconstrained binary optimization (QUBO) models.…
Stochastic RWA and Lightpath Rerouting in WDM Networks
Maryam Daryalal, Merve Bodur
In a telecommunication network, Routing and Wavelength Assignment (RWA) is the problem of finding lightpaths for incoming connection requests. When facing a dynamic traffic, greedy…
A Branch-and-Price Algorithm Enhanced by Decision Diagrams for the Kidney Exchange Problem
Lizeth Carolina Riascos-Álvarez, Merve Bodur, Dionne M. Aleman
Kidney paired donation programs allow patients registered with an incompatible donor to receive a suitable kidney from another donor, as long as the latter's co-registered patient,…
On the Impact of Deep Learning-based Time-series Forecasts on Multistage Stochastic Programming Policies
Juyoung Wang, Mucahit Cevik, Merve Bodur
Multistage stochastic programming provides a modeling framework for sequential decision-making problems that involve uncertainty. One typically overlooked aspect of this methodolog…
Routing and Wavelength Assignment with Protection: A Quadratic Unconstrained Binary Optimization Approach
Oylum Şeker, Merve Bodur, Hamed Pouya
The routing and wavelength assignment with protection is an important problem in telecommunications. Given an optical network and incoming connection requests, a commonly studied v…
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods
Merve Bodur, Timothy C. Y. Chan, Ian Yihang Zhu
Inverse optimization, determining parameters of an optimization problem that render a given solution optimal, has received increasing attention in recent years. While significant i…
Lagrangian Dual Decision Rules for Multistage Stochastic Mixed Integer Programming
Maryam Daryalal, Merve Bodur, James R. Luedtke
Multistage stochastic programs can be approximated by restricting policies to follow decision rules. Directly applying this idea to problems with integer decisions is difficult bec…