Items for "Nonlinear filtering"

Approximation by quantization of the filter process and applications to optimal stopping problems under partial observation

We present an approximation method for discrete time nonlinear filtering in view of solving dynamic optimization problems under partial information...

Keywords: Nonlinear filtering, Markov chain, quantization, stochastic gradient descent, Monte Carlo simulations, partial observation, optimal stopping