Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Stochastic Methods for Modeling and Predicting Complex Dynamical Systems
- Uncertainty Quantification, State Estimation, and Reduced-Order Models
Af: Nan Chen
Engelsk
Foto på vej
Specifikationer
Sprog:
Engelsk
Sider:
225
ISBN-13:
9783031819230
Indbinding:
Hardback
Udgave:
ISBN-10:
3031819233
Udg. Dato:
13 apr 2025
Længde:
0mm
Bredde:
168mm
Højde:
240mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Mathematics & Statistics
Oplagsdato:
13 apr 2025
Forfatter(e):

Stochastic Methods for Modeling and Predicting Complex Dynamical Systems

- Uncertainty Quantification, State Estimation, and Reduced-Order Models
Af: Nan Chen
Engelsk
Hardback
Format:

Om denne bog

This second edition is an essential guide to understanding, modeling, and predicting complex dynamical systems using new methods with stochastic tools. Expanding upon the original book, the author covers a unique combination of qualitative and quantitative modeling skills, novel efficient computational methods, rigorous mathematical theory, as well as physical intuitions and thinking. The author presents mathematical tools for understanding, modeling, and predicting complex dynamical systems using various suitable stochastic tools. The book provides practical examples and motivations when introducing these tools, merging mathematics, statistics, information theory, computational science, and data science. The author emphasizes the balance between computational efficiency and modeling accuracy while equipping readers with the skills to choose and apply stochastic tools to a wide range of disciplines. This second edition includes updated discussion of combining stochastic models with machine learning and addresses several additional topics, including importance sampling, regression, and maximum likelihood estimate. The author also introduces a new chapter on optimal control.


Forlags Vejl. pris
326,16 kr
Hos Booktok
361 kr
Læg i kurv nu
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
225
ISBN-13:
9783031819230
Indbinding:
Hardback
Udgave:
ISBN-10:
3031819233
Udg. Dato:
13 apr 2025
Længde:
0mm
Bredde:
168mm
Højde:
240mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Mathematics & Statistics
Oplagsdato:
13 apr 2025
Forfatter(e):
Finder produkter...
Kategori sammenhænge