Robust Control Systems with Genetic Algorithms - Brossura

Jamshidi, Mo; Krohling, Renato A.; Dos S. Coelho, Leandro; Fleming, Peter J.

 
9780367395728: Robust Control Systems with Genetic Algorithms
Brossura
ISBN 10: 036739572X ISBN 13: 9780367395728
Casa editrice: CRC Press, 2019

Sinossi

In recent years, new paradigms have emerged to replace-or augment-the traditional, mathematically based approaches to optimization. The most powerful of these are genetic algorithms (GA), inspired by natural selection, and genetic programming, an extension of GAs based on the optimization of symbolic codes.

Robust Control Systems with Genetic Algorithms builds a bridge between genetic algorithms and the design of robust control systems. After laying a foundation in the basics of GAs and genetic programming, it demonstrates the power of these new tools for developing optimal robust controllers for linear control systems, optimal disturbance rejection controllers, and predictive and variable structure control. It also explores the application of hybrid approaches: how to enhance genetic algorithms and programming with fuzzy logic to design intelligent control systems. The authors consider a variety of applications, such as the optimal control of robotic manipulators, flexible links and jet engines, and illustrate a multi-objective, genetic algorithm approach to the design of robust controllers with a gasification plant case study.

The authors are all masters in the field and clearly show the effectiveness of GA techniques. Their presentation is your first opportunity to fully explore this cutting-edge approach to robust optimal control system design and exploit its methods for your own applications.

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Informazioni sull?autore

Jamshidi, Mo; Krohling, Renato A.; dos S. Coelho, Leandro; Fleming, Peter J.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
036739572X
ISBN 13 
9780367395728
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
228
Contatto del produttore
non disponibile
Persona responsabile
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Germania

Altre edizioni note dello stesso titolo

9780849312519: Robust Control Systems with Genetic Algorithms

Edizione in evidenza

ISBN 10:  0849312515 ISBN 13:  9780849312519
Casa editrice: CRC Press, 2002
Rilegato