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A Privacy-Aware Distributed Approach for Loosely Coupled Mixed Integer Linear Programming Problems
Mohammad Javad Feizollahi
In this paper, we propose two exact distributed algorithms to solve mixed integer linear programming (MILP) problems with multiple agents where data privacy is important for the ag…
Leveraging Owners' Flexibility in Smart Charge/Discharge Scheduling of Electric Vehicles to Support Renewable Energy Integration
Pouya Sharifi, Amarnath Banerjee, Mohammad Javad Feizollahi
High integration of intermittent renewable energy sources (RES), in particular wind power, has created complexities in power system operations. On the other hand, large fleets of E…
First-order Methods with Convergence Rates for Multi-agent Systems on Semidefinite Matrix Spaces
Nahidsadat Majlesinasab, Farzad Yousefian, Mohammad Javad Feizollahi
The goal in this paper is to develop first-order methods equipped with convergence rates for multi-agent optimization problems on semidefinite matrix spaces. These problems include…
A First-order Method for Monotone Stochastic Variational Inequalities on Semidefinite Matrix Spaces
Nahidsadat Majlesinasab, Farzad Yousefian, Mohammad Javad Feizollahi
Motivated by multi-user optimization problems and non-cooperative Nash games in stochastic regimes, we consider stochastic variational inequality (SVI) problems on matrix spaces wh…