Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory.

Jianyi Zhang Ruiyi Zhang Lawrence Carin Changyou Chen

Published in: AISTATS (2020)

Keyphrases

asymptotic convergence
monte carlo
optimization problems
optimization algorithm
global optimization
random sampling
search space
dynamic programming
differential evolution
combinatorial optimization