Overview
- Highlights current advances in resilient controls of bilinear stochastic systems
- Presents theoretical explorations on several fundamental problems for resilient controlled systems
- Contains new breakthroughs in network time delays and communication channel constraints
Part of the book series: Springer Optimization and Its Applications (SOIA, volume 98)
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Table of contents (10 chapters)
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Front Matter
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Back Matter
Keywords
About this book
Providing readers with a detailed examination of resilient controls in risk-averse decision, this monograph is aimed toward researchers and graduate students in applied mathematics and electrical engineering with a systems-theoretic concentration. This work contains a timely and responsive evaluation of reforms on the use of asymmetry or skewness pertaining to the restrictive family of quadratic costs that have been appeared in various scholarly forums. Additionally, the book includes a discussion of the current and ongoing efforts in the usage of risk, dynamic game decision optimization and disturbance mitigation techniques with output feedback measurements tailored toward the worst-case scenarios. This work encompasses some of the current changes across uncertainty quantification, stochastic control communities, and the creative efforts that are being made to increase the understanding of resilient controls. Specific considerations are made in this book for the application of decision theory to resilient controls of the linear-quadratic class of stochastic dynamical systems. Each of these topics are examined explicitly in several chapters. This monograph also puts forward initiatives to reform both control decisions with risk consequences and correct-by-design paradigms for performance reliability associated with the class of stochastic linear dynamical systems with integral quadratic costs and subject to network delays, control and communication constraints.
Authors and Affiliations
Bibliographic Information
Book Title: Resilient Controls for Ordering Uncertain Prospects
Book Subtitle: Change and Response
Authors: Khanh D. Pham
Series Title: Springer Optimization and Its Applications
DOI: https://doi.org/10.1007/978-3-319-08705-4
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing Switzerland 2014
Hardcover ISBN: 978-3-319-08704-7Published: 23 September 2014
Softcover ISBN: 978-3-319-38300-2Published: 23 August 2016
eBook ISBN: 978-3-319-08705-4Published: 05 September 2014
Series ISSN: 1931-6828
Series E-ISSN: 1931-6836
Edition Number: 1
Number of Pages: XIV, 211
Number of Illustrations: 33 b/w illustrations
Topics: Calculus of Variations and Optimal Control; Optimization, Operations Research/Decision Theory, Systems Theory, Control, Dynamical Systems and Ergodic Theory