Uniform-in-time propagation of chaos for Second-Order Consensus-Based Optimization

Seung-Yeal Ha, Franca Hoffmann, Dohyeon Kim

We study second-order Consensus-Based Optimization (CBO), a derivative-free global optimization algorithm in which the consensus force and the multiplicative exploratory noise act…