Robust Control Systems With Genetic Algorithms (Control Series) - Hardcover

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

Hardcover

ISBN 10: 0849312515 ISBN 13: 9780849312519

Verlag: CRC Press Inc, 2002

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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

Details zur Ausgabe

• Verlag: CRC Press Inc
• Erscheinungsdatum: 2002
• Sprache: Englisch
• ISBN 10: 0849312515
• ISBN 13: 9780849312519
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 210
• Herausgeber: Jamshidi Mohammad
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland