Global random optimization by simultaneous perturbation stochastic approximation
Proceedings of the 33nd conference on Winter simulation
Nonconvex Stochastic Optimization for Model Reduction
Journal of Global Optimization
WSC '04 Proceedings of the 36th conference on Winter simulation
An iterative stochastic ensemble method for parameter estimation of subsurface flow models
Journal of Computational Physics
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Annealing of general iterative stochastic schemes is studied by using Wentzell's large deviation theory. The convergence of this algorithm is shown under some conditions. The closed form of the critical constant is specified in terms of its potential function of the mean model.