SØG - mellem flere end 8 millioner bøger:
Viser: Data-Driven Science and Engineering - Machine Learning, Dynamical Systems, and Control
Søgbar e-bog
Data-Driven Science and Engineering Vital Source e-bog
Steven L. Brunton og J. Nathan Kutz
(2019)
Cambridge University Press
731,00 kr.
Leveres umiddelbart efter køb
Data-Driven Science and Engineering Vital Source e-bog
Steven L. Brunton og J. Nathan Kutz
(2019)
Cambridge University Press
585,00 kr.
Leveres umiddelbart efter køb
Data-Driven Science and Engineering
Machine Learning, Dynamical Systems, and Control
Steven L. Brunton og J. Nathan Kutz
(2019)
Sprog: Engelsk
Cambridge University Press
744,00 kr.
Bogen er udgået og er erstattet af nyere udgave
Detaljer om varen
- Vital Source searchable e-book (Fixed pages)
- Udgiver: Cambridge University Press (Februar 2019)
- Forfattere: Steven L. Brunton og J. Nathan Kutz
- ISBN: 9781108390187
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.
Licens varighed:
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Detaljer om varen
- Vital Source 180 day rentals (fixed pages)
- Udgiver: Cambridge University Press (Februar 2019)
- Forfattere: Steven L. Brunton og J. Nathan Kutz
- ISBN: 9781108390187R180
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.
Licens varighed:
Online udgaven er tilgængelig: 180 dage fra købsdato.
Offline udgaven er tilgængelig: 180 dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Online udgaven er tilgængelig: 180 dage fra købsdato.
Offline udgaven er tilgængelig: 180 dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: -1 sider kan printes ad gangen
Copy: højest -1 sider i alt kan kopieres (copy/paste)
Detaljer om varen
- 1. Udgave
- Hardback: 492 sider
- Udgiver: Cambridge University Press (Februar 2019)
- Forfattere: Steven L. Brunton og J. Nathan Kutz
- ISBN: 9781108422093
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.
Part I. Dimensionality Reduction and Transforms:
1. Singular value decomposition;
2. Fourier and wavelet transforms;
3. Sparsity and compressed sensing;
Part II. Machine Learning and Data Analysis:
4. Regression and model selection;
5. Clustering and classification;
6. Neural networks and deep learning;
Part III. Dynamics and Control:
7. Data-driven dynamical systems;
8. Linear control theory;
9. Balanced models for control;
10. Data-driven control;
Part IV. Reduced-Order Models:
11. Reduced-order models (ROMs);
12. Interpolation for parametric ROMs.
De oplyste priser er inkl. moms
Butikker og åbningstid
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Find pensumliste
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
Polyteknisk Boghandel og Forlag A/S - Anker Engelundsvej 1 - 2800 Lyngby
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927