3 papers
math.OC2026
Model-Free Aggregative Cooperative Optimization via Randomized Gradient-Free Minimization and Exploration Momentum
Amir Mehrnoosh, Giuseppe Speciale, Riccardo Brumali +2
Aggregative cooperative optimization problems arise in distributed decision-making settings where each agent's objective depends on its own decision as well as on an aggregate vari…
math.OC2025
Two-point Random Gradient-free Methods for Model-free Feedback Optimization
Amir Mehrnoosh, Gianluca Bianchin
Feedback optimization has emerged as a promising approach for optimizing the steady-state operation of dynamical systems while requiring minimal modeling efforts. Unfortunately, mo…
math.OC2025
Optimization of Linear Multi-Agent Dynamical Systems via Feedback Distributed Gradient Descent Methods
Amir Mehrnoosh, Gianluca Bianchin
Feedback optimization is an increasingly popular control paradigm to optimize dynamical systems, accounting for control objectives that concern the system operation at steady-state…