From particle swarm optimization to consensus based optimization: stochastic modeling and mean-field limit

Sara Grassi, Lorenzo Pareschi

In this paper we consider a continuous description based on stochastic differential equations of the popular particle swarm optimization (PSO) process for solving global optimizati…