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cs.NI2026
On the Multi-Commodity Flow with convex objective function: Column-Generation approaches
Guillaume Beraud-Sudreau, Lucas Létocart, Youcef Magnouche +1
The purpose of this work is to develop an algorithmic optimization approach for a capacitated Multi-Commodity flow problem, where the objective is to minimize the total link costs,…
cs.NI2023
Protected load balancing problem: Neural-network based approximation for non-convex optimization
Youcef Magnouche, Sébastien Martin, Jérémie Leguay
Nowadays, centralized Path Computation Elements (PCE) integrate control plane algorithms to optimize routing and load-balancing continuously. When a link fails, the traffic load is…