Note on regularization of markov processes

ON THE INFINITE ORDER MARKOV PROCESSES

The notion of infinite order Markov process is introduced and the Markov property of the flow of information is established.

Note on stability estimation in average Markov control processes

ON THE GENERALIZATION OF N-PLE MARKOV PROCESSES

The notion of N-ple Markov process is defined in a quite general framework and it is shown that N-ple Markov processes-arel inear combinationso f some martingales

on the infinite order markov processes

the notion of infinite order markov process is introduced and the markov property of the flow of information is established.

A Note on the Regularization Algorithm

Regularization Algorithm (also called Regularization Network) is a technique for solving problems of learning from examples – in particular, the problem of approximating a multivariate function from sparse data. We analyze behavior of Regularization Algorithm for regularizator parameter equal to zero. We propose an approximative version of algorithm in order to overcome the computational cost f...