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math.OC2025
A Heuristic Alternating Direction Method of Multipliers Framework for Distributed and Centralized Tree-Constrained Optimization: Applications to Hop-Constrained Spanning Tree Multicommodity Flow Design
Yacine Mokhtari
This paper presents centralized and distributed Alternating Direction Method of Multipliers (ADMM) frameworks for solving large-scale nonconvex optimization problems with binary de…
math.OC2024
An ADMM-Based Approach to Quadratically-Regularized Distributed Optimal Transport on Graphs
Yacine Mokhtari, Emmanuel Moulay, Patrick Coirault +1
Optimal transport on a graph focuses on finding the most efficient way to transfer resources from one distribution to another while considering the graph's structure. This paper in…