Control of Spatially Structured Random Processes and Random Fields with Applications

By Pavel S. Knopov, Hans Daduna, Ruslan K. Chornei

Empirical Estimates in Stochastic Optimization and Identification Applied Optimization

By Pavel S. Knopov, Evgeniya J. Kasitskaya

Estimation and Control Problems for Stochastic Partial Differential Equations

By Pavel S. Knopov, Olena N. Deriyeva

Focusing on research surrounding aspects of insufficiently studied problems of estimation and optimal control of random fields, this book exposes some important aspects of those fields for systems...

Regression Analysis Under A Priori Parameter Restrictions

By Pavel S. Knopov, Arnold S. Korkhin

Control of Spatially Structured Random Processes and Random Fields with Applications

By Pavel S. Knopov, Ruslan K. Chornei, Hans Daduna

Estimation and Control Problems for Stochastic Partial Differential Equations

By Pavel S. S. Knopov, Olena N. Deriyeva

Control of Spatially Structured Random Processes and Random Fields with Applications Nonconvex Optimization and Its Applications

By Pavel S. Knopov, Ruslan K. Chornei, Hans Daduna

Control of Spatially Structured Random Processes and Random Fields with Applications

By Pavel S. Knopov, Ruslan K. Chornei, Hans Daduna

Modern Optimization Methods for Decision Making under Risk and Uncertainty

By Pavel S. Knopov, Volodymyr A. Zaslavskyi, Alexei A. Gaivoronski

Empirical Estimates in Stochastic Optimization and Identification

By Pavel S. Knopov

This book contains problems of stochastic optimization and identification. Results concerning uniform law of large numbers, convergence of approximate estimates of extremal points, as well as empir...