Stochastic Systems: Theory and Applications - Couverture rigide

Pugachev, V S; Sinitsyn, Igor

 
9789810247423: Stochastic Systems: Theory and Applications

Synopsis

This book presents the general theory and basic methods of linear and nonlinear stochastic systems (StS) i.e. dynamical systems described by stochastic finite- and infinite-dimensional differential, integral, integrodifferential, difference etc equations. The general StS theory is based on the equations for characteristic functions and functionals. The book outlines StS structural theory, including direct numerical methods, methods of normalization, equivalent linearization and parametrization of one- and multi-dimensional distributions, based on moments, quasimoments, semi-invariants and orthogonal expansions. Special attention is paid to methods based on canonical expansions and integral canonical representations. About 500 exercises and problems are provided. The authors also consider applications in mathematics and mechanics, physics and biology, control and information processing, operations research and finance.

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Autres éditions populaires du même titre

9789810247430: Stochastic Systems: Theory and Applications

Edition présentée

ISBN 10 :  9810247435 ISBN 13 :  9789810247430
Editeur : World Scientific Pub Co Inc, 2003
Couverture souple