Kartik B. Ariyur, Miroslav Krstic

Real-Time Optimization by Extremum-Seeking Control

• Gebundenes Buch

Produktbeschreibung

An up-close look at the theory behind and application of extremum seeking
Originally developed as a method of adaptive control for hard-to-model systems, extremum seeking solves some of the same problems as today's neural network techniques, but in a more rigorous and practical way. Following the resurgence in popularity of extremum-seeking control in aerospace and automotive engineering, Real-Time Optimization by Extremum-Seeking Control presents the theoretical foundations and selected applications of this method of real-time optimization.
Written by authorities in the field and pioneers in adaptive nonlinear control systems, this book presents both significant theoretic value and important practical potential. Filled with in-depth insight and expert advice, Real-Time Optimization by Extremum-Seeking Control:
_ Develops optimization theory from the points of dynamic feedback and adaptation
_ Builds a solid bridge between the classical optimization theory and modern feedback and adaptation techniques
_ Provides a collection of useful tools for problems in this complex area
_ Presents numerous applications of this powerful methodology
_ Demonstrates the immense potential of this methodology for future theory development and applications
Real-Time Optimization by Extremum-Seeking Control is an important resource for both students and professionals in all areas of engineering-electrical, mechanical, aerospace, chemical, biomedical-and is also a valuable reference for practicing control engineers.

Produktdetails

• Verlag: Wiley & Sons
• 1. Auflage
• Seitenzahl: 256
• Erscheinungstermin: 3. Oktober 2003
• Englisch
• Abmessung: 244mm x 155mm x 17mm
• Gewicht: 454g
• ISBN-13: 9780471468592
• ISBN-10: 0471468592
• Artikelnr.: 14215341

Autorenporträt

Kartik B. Ariyur is a research scientist at Honeywell Aerospace Electronic Systems in Minneapolis, Minnesota. Miroslav Krstic' is Professor of Mechanical and Aerospace Engineering at the University of California, San Diego.

Inhaltsangabe

Preface. I: THEORY. 1. SISO Scheme and Linear Analysis. 2. Multiparameter
Extremum Seeking. 3. Slope Seeking. 4. Discrete Time Extremum Seeking. 5.
Nonlinear Analysis. 6. Limit Cycle Minimization. II: APPLICATIONS. 7.
Antilock Braking. 8. Bioreactors. 9. Formation Flight. 10.Combustion
Instabilities. 11. Compressor Instabilities: Part I. 12. Compressor
Instabilities: Part II. Appendix A: Continuous Time Lemmas. Appendix B:
Discrete Time Lemas. Appendix C: Aircraft Dynamics in Close Formation
Flight. Appendix D: Derivation of (11.8) and (11.10). Appendix E:
Derivation of the Critical Slopes. Appendix F: Proof of Lemma 11.1.
Bibliography. Index.

Rezensionen

"The subject matter is hard; this short book is therefore presented as an overview." ( Computing Reviws.com , March 26, 2004)
"...a well-written and authoritative book...an essential resource for learning about extremum-seeking control and for motivating further developments in this subject area." ( IEEE Control Systems Magazine , April 2004)

"...recommended.." ( Choice , Vol. 41, No. 7, March 2004)