57 citations · 184 across the 31 of their papers we have counts for
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math.NA2022★ 57 cited
On the Global Convergence of Particle Swarm Optimization Methods
Hui Huang, Jinniao Qiu, Konstantin Riedl
In this paper we provide a rigorous convergence analysis for the renowned particle swarm optimization method by using tools from stochastic calculus and the analysis of partial dif…
math.NA2020
Numerical Approximations of Coupled Forward-Backward SPDEs
Hasib Uddin Molla, Jinniao Qiu
We propose and study a scheme combining the finite element method and machine learning techniques for the numerical approximations of coupled nonlinear forward-backward stochastic…