Faithful global convergence for the rescaled Consensus-Based Optimization

Hui Huang, Hicham Kouhkouh, Lukang Sun

We analyze the Consensus-Based Optimization (CBO) algorithm with a consensus point rescaled by a small fixed parameter $\hat{I}º\in (0,1)$. Under minimal assumptions on the objective fun…