Nonlinear System Identification : From Classical Approaches to Neural Networks, Fuzzy Models, and Gaussian Processes | 2:a upplagan

av Oliver Nelles

Köp begagnad bok

Fint skick Ej i lager 1187 kr
Godkänt skick Ej i lager 996 kr
Slitet skick Ej i lager 820 kr

Ej i lager. Bevaka denna bok.

Köp ny bok

Ny bok 1610 kr

Fakta

Förlag	Springer Nature
Språk	Engelska
Bandtyp	Inbunden
Utgiven	2021-01-04
Upplaga	2
Fler upplagor	2010/1
Antal sidor	1225
ISBN	9783030474386
Kategori(er)

Lägg i varukorgen

Beskrivning

This book provides engineers and scientists in academia and industry with a thorough understanding of the underlying principles of nonlinear system identification. It equips them to apply the models and methods discussed to real problems with confidence, while also making them aware of potential difficulties that may arise in practice.

Moreover, the book is self-contained, requiring only a basic grasp of matrix algebra, signals and systems, and statistics. Accordingly, it can also serve as an introduction to linear system identification, and provides a practical overview of the major optimization methods used in engineering. The focus is on gaining an intuitive understanding of the subject and the practical application of the techniques discussed. The book is not written in a theorem/proof style; instead, the mathematics is kept to a minimum, and the ideas covered are illustrated with numerous figures, examples, and real-world applications.

In the past, nonlinear system identification was a field characterized by a variety of ad-hoc approaches, each applicable only to a very limited class of systems. With the advent of neural networks, fuzzy models, Gaussian process models, and modern structure optimization techniques, a much broader class of systems can now be handled. Although one major aspect of nonlinear systems is that virtually every one is unique, tools have since been developed that allow each approach to be applied to a wide variety of systems.

Läs mer

Hittills har vi återanvänt

böcker.

Sveriges grönaste och skönaste bokhandel med den billigaste kurslitteraturen.

Detta är vår ambition och vi tummar inte på något för att nå dit. Vi finns till för att hjälpa studenter att spara och tjäna pengar på sin kurslitteratur samtidigt som vi tillsammans gör miljön en tjänst. Företaget startade våren 2005 av två studenter och har sedan dess strävat mot att ständigt göra det enklare att köpa och sälja begagnad kurslitteratur för så många som möjligt.

Öppettider