Stochastic Modelling and Filtering: Lecture Notes in Control and Information Sciences, cartea 91

Optimization of drugs' action.- Nonlinear stochastic evolution equations in Hilbert spaces.- Equivalence and reversibility of point processes.- Galerkin approximation for optimal linear filtering of infinite dimensional linear systems.- On conditionally linear filtering, control, and coding.- Martingale problems for controlled processes.- Estimation of immune response model parameters based on maximum likelihood method.- Approximate impulse control of partially observed systems.- The averaging principle for a class of stochastic algorithms in adaptive filtering.- Asymptotic study of estimation problems with small observation noise.- Filtering on manifolds.- Finite-dimensionality in discrete-time nonlinear filtering from a bayesian statistics viewpoint.- On the innovations problem for a finite additive white noise approach to nonlinear filtering.- Classification of discretization schemes of diffusions according to an ergodic criterium.