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Stochastic Equations for Complex Systems

Name: Stochastic Equations for Complex Systems
Brand: Springer International Publishing AG
SKU: 9783319182056
Price: 19327 HUF
Availability: InStock

Theoretical and Computational Topics

Szerző: Stefan Heinz, Hakima Bessaih

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer International Publishing AG

Elérhetőség: Beszállítói készleten

Küldés 10-13 napon belül

19 327 Ft

This book provides a better understanding of random dynamical systems and stochastic differential eq...

Információk a könyvről

Szerző

Stefan Heinz, Hakima Bessaih

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2015

oldal

192

EAN

9783319182056

ISBN

3319182056

Enbook ID

09261112

Kiadó

Springer International Publishing AG

Súly

4262

Méretek

155 x 235 x 240

Teljes leírás

This book provides a better understanding of random dynamical systems and stochastic differential equations. It offers fundamental ideas and tools for the modeling, analysis, and prediction of complex phenomena.§The first part presents theoretical topics providing fundamental ideas and tools for the understanding of the computational topics. First, an introduction to stochastic differential equations and their different type of solutions is presented. The second chapter discusses an introduction to the Malliavin calculus and the Skorohod integral. And third, Monte Carlo methods is introduced in conjunction with a detailed mathematical justification.§The second part discusses the mathematical nature of multi-scale models. It further presents applications of molecular stochastic models to represent the Navier-Stokes equations. Finally, the application of stochastic methods to large-scale Monte Carlo turbulent flow simulations are introduced.§The book covers many relevant applications ranging from pure to applied, in particular, to turbulent flow simulations. It is primarily oriented towards PhD students, young and experienced researchers and professionals working in the area of stochastic differential equations and their applications.