Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning

Massimo Fornasier, Hui Huang, Lorenzo Pareschi +1

We investigate the implementation of a new stochastic Kuramoto-Vicsek-type model for global optimization of nonconvex functions on the sphere. This model belongs to the class of Co…