Lukang Sun

Faithful Global Convergence for the Rescaled Consensus–Based Optimization

Abstract. We analyze the consensus-based optimization algorithm with a consensus point rescaled by a fixed parameter [Formula: see text]. Under minimal assumptions on the objective function and the initial data, we establish its unconditional convergence to the global minimizer....