Articles liés à Robust Control Systems With Genetic Algorithms

Robust Control Systems With Genetic Algorithms - Couverture rigide

Coelho, Leandro DOS Santos; Krohling, Renato A.; Fleming, Peter J.

 
9780849312519: Robust Control Systems With Genetic Algorithms
Couverture rigide
ISBN 10 : 0849312515 ISBN 13 : 9780849312519
Editeur : CRC Press Inc, 2002

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 Inc
Date d'édition
2002
Langue
anglais
ISBN 10 
0849312515
ISBN 13 
9780849312519
Reliure
Relié
Nombre de pages
210
Éditeur
Jamshidi Mohammad
Coordonnées du fabricant
non disponible
Personne responsable
non disponible