Parallel Algorithms for Optimal Control of Large Scale Linear Systems

Zoran Gajic, Xuemin Shen (Autoren)

Buch | Softcover

455 Seiten

2011 | Softcover reprint of the original 1st ed. 1993
Springer London Ltd (Verlag)
978-1-4471-3221-9 (ISBN)

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Parallel Algorithms for Optimal Control of Large Scale Linear Systems is a comprehensive presentation for both linear and bilinear systems. The parallel algorithms presented in this book are applicable to a wider class of practical systems than those served by traditional methods for large scale singularly perturbed and weakly coupled systems based on the power-series expansion methods. It is intended for scientists and advance graduate students in electrical engineering and computer science who deal with parallel algorithms and control systems, especially large scale systems. The material presented is both comprehensive and unique.

One - Theoretical Concepts.- 2. Linear-Quadratic Control Problems.- 3. Decoupling Transformations.- 4. Output feedback control.- 5. Linear Stochastic Systems.- 6. Open-Loop Optimal Control Problems.- 7. Exact Decompositions of Algebraic Riccati Equations.- 8. Differential and Difference Riccati Equations.- Two - Applications.- 9. Quasi Singularly Perturbed and Weakly Coupled Linear Systems.- 10. Singularly Perturbed Weakly Coupled Linear Control Systems.- 11. Stochastic Output Feedback of Linear Discrete Systems.- 12. Applications to Differential Games.- 13. Recursive Approach to High Gain and Cheap Control Problems.- 14. Linear Approach to Bilinear Control Systems.

Reihe/Serie	Communications and Control Engineering
Zusatzinfo	XIV, 455 p.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Software Entwicklung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Algebra
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Nachrichtentechnik
Schlagworte	Kalman Filtering • Large scale systems • optimal control • Parallel Algorithms • singular perturbations
ISBN-10	1-4471-3221-1 / 1447132211
ISBN-13	978-1-4471-3221-9 / 9781447132219
Zustand	Neuware