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Optimal Control Theory: An Introduction: Dover Books on Electrical Engineering

Autor Donald E. Kirk
en Limba Engleză Paperback – 31 mar 2004

Optimal control theory is the science of maximizing the returns from and minimizing the costs of the operation of physical, social, and economic processes. Geared toward upper-level undergraduates, this text introduces three aspects of optimal control theory: dynamic programming, Pontryagin's minimum principle, and numerical techniques for trajectory optimization.
Chapters 1 and 2 focus on describing systems and evaluating their performances. Chapter 3 deals with dynamic programming. The calculus of variations and Pontryagin's minimum principle are the subjects of chapters 4 and 5, and chapter 6 examines iterative numerical techniques for finding optimal controls and trajectories. Numerous problems, intended to introduce additional topics as well as to illustrate basic concepts, appear throughout the text.

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Specificații

ISBN-13: 9780486434841
ISBN-10: 0486434842
Pagini: 452
Dimensiuni: 137 x 215 x 25 mm
Greutate: 0.54 kg
Editura: Dover Publications
Seria Dover Books on Electrical Engineering


Cuprins

I. Describing the System and Evaluating Its Performance. 1. Introduction. 2. The Performance Measure. II. Dynamic Programming. 3. Dynamic Programming. III. The Calculus of Variations and Pontryagin's Minimum Principle. 4. The Calculus of Variations. 5. The Variational Approach to Optimal Control Problems. IV. Iterative Numerical Techniques for Finding Optimal Controls and Trajectories. 6. Numerical Determination of Optimal Trajectories. V. Conclusion. 7. Summation. Appendices. Index.

Descriere

Upper-level undergraduate text introduces aspects of optimal control theory: dynamic programming, Pontryagin's minimum principle, and numerical techniques for trajectory optimization. Numerous figures, tables. Solution guide available upon request. 1970 edition.