Automating Data-Driven Modelling of Dynamical Systems: An Evolutionary Computation Approach (Springer Theses)

Khandelwal, Dhruv

ISBN 10: 3030903451 ISBN 13: 9783030903459

Verlag: Springer, 2023

Neu Softcover

Verk�ufer Ria Christie Collections, Uxbridge, Vereinigtes K�nigreich Verk�uferbewertung 5 von 5 Sternen

AbeBooks-Verk�ufer seit 25. M�rz 2015

Dieser Artikel ist nicht mehr verf�gbar.

Alle Artikel dieses Verk�ufers anzeigen Ein Kaufgesuch f�r �hnliche Artikel erstellen

Alle Exemplare dieses Buches anzeigen

Beschreibung

In. Bestandsnummer des Verk�ufers ria9783030903459_new

Diesen Artikel melden

Inhaltsangabe:

This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user’s perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification.

Von der hinteren Coverseite:

This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user's perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

Bibliografische Details

Titel: Automating Data-Driven Modelling of ...
Verlag: Springer
Erscheinungsdatum: 2023
Einband: Softcover
Zustand: New

Beste Suchergebnisse bei AbeBooks

Foto des Verk�ufers

Automating Data-Driven Modelling of Dynamical Systems

Dhruv Khandelwal

Verlag: Springer International Publishing, 2023

ISBN 10: 3030903451 ISBN 13: 9783030903459

Neu Kartoniert / Broschiert

Print-on-Demand

Anbieter: moluna, Greven, Deutschland

Verk�uferbewertung 4 von 5 Sternen

Kartoniert / Broschiert. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a novel approach for automating system identificationOffers novel solutions to multi-criteria system identification problemsReviews fundamental concepts of system identificationThis book describes a user-friendly, evolut. Bestandsnummer des Verk�ufers 795423258

Verk�ufer kontaktieren

Neu kaufen

EUR 136,16

EUR 48,99 shipping
Versand von Deutschland nach USA

Anzahl: Mehr als 20 verf�gbar

In den Warenkorb

Foto des Verk�ufers

Weitere Bilder

Automating Data-Driven Modelling of Dynamical Systems | An Evolutionary Computation Approach

Dhruv Khandelwal

Verlag: Springer International Publishing, 2023

ISBN 10: 3030903451 ISBN 13: 9783030903459

Neu Taschenbuch

Anbieter: preigu, Osnabr�ck, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Verk�ufer kontaktieren

Neu kaufen

EUR 141,30

EUR 70,00 shipping
Versand von Deutschland nach USA

Anzahl: 5 verf�gbar

In den Warenkorb

Foto des Verk�ufers

Automating Data-Driven Modelling of Dynamical Systems : An Evolutionary Computation Approach

Dhruv Khandelwal

Verlag: Springer International Publishing, 2023

ISBN 10: 3030903451 ISBN 13: 9783030903459

Neu Taschenbuch

Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user's perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification. Bestandsnummer des Verk�ufers 9783030903459

Verk�ufer kontaktieren

Neu kaufen

EUR 160,49

EUR 61,97 shipping
Versand von Deutschland nach USA

Anzahl: 1 verf�gbar

In den Warenkorb

Foto des Verk�ufers

Automating Data-Driven Modelling of Dynamical Systems

Dhruv Khandelwal

Verlag: Springer International Publishing Feb 2023, 2023

ISBN 10: 3030903451 ISBN 13: 9783030903459

Neu Taschenbuch

Print-on-Demand

Anbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user's perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification. 256 pp. Englisch. Bestandsnummer des Verk�ufers 9783030903459

Verk�ufer kontaktieren

Neu kaufen

EUR 160,49

EUR 23,00 shipping
Versand von Deutschland nach USA

Anzahl: 2 verf�gbar

In den Warenkorb

Foto des Verk�ufers

Automating Data-Driven Modelling of Dynamical Systems

Dhruv Khandelwal

Verlag: Springer International Publishing, Springer International Publishing Feb 2023, 2023

ISBN 10: 3030903451 ISBN 13: 9783030903459

Neu Taschenbuch

Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Taschenbuch. Zustand: Neu. Neuware -This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user�s perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 256 pp. Englisch. Bestandsnummer des Verk�ufers 9783030903459

Verk�ufer kontaktieren