Towards Parameter-free Distributed Optimization: a Port-Hamiltonian Approach

Rodrigo Aldana-López, Alessandro Macchelli, Giuseppe Notarstefano +2

This paper introduces a novel distributed optimization technique for networked systems, which removes the dependency on specific parameter choices, notably the learning rate. Tradi…