Robust Control Systems with Genetic Algorithms - Couverture souple

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

 
9780367395728: Robust Control Systems with Genetic Algorithms
Couverture souple
ISBN 10 : 036739572X ISBN 13 : 9780367395728
Editeur : CRC Press, 2019

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

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

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2019
Langue
anglais
ISBN 10 
036739572X
ISBN 13 
9780367395728
Reliure
Broché
Nombre de pages
232
Coordonnées du fabricant
Buchpark GmbH
https://www.buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Allemagne

Autres éditions populaires du même titre

9780849312519: Robust Control Systems With Genetic Algorithms

Edition présentée

ISBN 10 :  0849312515 ISBN 13 :  9780849312519
Editeur : CRC Press Inc, 2002
Couverture rigide