Consensus-Based Optimization on Hypersurfaces: Well-Posedness and Mean-Field Limit

Massimo Fornasier, Hui Huang, Lorenzo Pareschi +1

We introduce a new stochastic differential model for global optimization of nonconvex functions on compact hypersurfaces. The model is inspired by the stochastic Kuramoto-Vicsek sy…