2 papers
math.OC2021
Differentially Private Linear Optimization for Multi-Party Resource Sharing
Utku Karaca, Nursen Aydin, Sinan Yildirim +1
This study examines a resource-sharing problem involving multiple parties that agree to use a set of capacities together. We start with modeling the whole problem as a mathematical…
math.OC2021
Masking Primal and Dual Models for Data Privacy in Network Revenue Management
Utku Karaca, S. Ilker Birbil, Nursen Aydin +1
We study a collaborative revenue management problem where multiple decentralized parties agree to share some of their capacities. This collaboration is performed by constructing a…