Stochastic networked control systems: stabilization and optimization under information constraints
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
|
| Schriftenreihe: | Systems & control: foundations & applications
|
| Schlagworte: | |
| Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781461470847 9781461470854 |
| DOI: | 10.1007/978-1-4614-7085-4 |
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Datensatz im Suchindex
| _version_ | 1804150451198754816 |
|---|---|
| adam_text | STOCHASTIC NETWORKED CONTROL SYSTEMS
/ YUEKSEL, SERDAR
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
PART I INFORMATION STRUCTURES IN NETWORKED CONTROL
NETWORKED CONTROL SYSTEMS AS STOCHASTIC TEAM DECISION PROBLEMS: A
GENERAL INTRODUCTION
CHARACTERIZATION AND COMPARISON OF INFORMATION STRUCTURES
TOPOLOGICAL PROPERTIES OF INFORMATION STRUCTURES: COMPARISON,
CONVERGENCE AND OPTIMIZATION
PART II STABILIZATION OF NETWORKED CONTROL SYSTEMS
CODING FOR CONTROL AND CONNECTIONS WITH INFORMATION THEORY
STOCHASTIC STABILITY AND DRIFT CRITERIA FOR MARKOV CHAINS IN NETWORKED
CONTROL
STOCHASTIC STABILIZATION OVER NOISELESS CHANNELS
STOCHASTIC STABILIZATION OVER NOISY CHANNELS
STABILIZATION OF DECENTRALIZED SYSTEMS OVER COMMUNICATION CHANNELS
PART III OPTIMIZATION IN NETWORKED CONTROL: DESIGN OF OPTIMAL POLICIES
UNDER INFORMATION CONSTRAINTS
OPTIMIZATION OF REAL-TIME CODING AND CONTROL POLICIES: STRUCTURAL AND
EXISTENCE RESULTS
OPTIMAL CODING AND CONTROL FOR LINEAR GAUSSIAN SYSTEMS OVER GAUSSIAN
CHANNELS UNDER QUADRATIC COST
AGREEMENT IN TEAMS AND THE DYNAMIC PROGRAMMING APPROACH UNDER
INFORMATION CONSTRAINTS
A TOPOLOGICAL NOTIONS AND OPTIMIZATION
B PROBABILITY THEORY AND STOCHASTIC PROCESSES
C MARKOV CHAINS, MARTINGALES AND ERGODIC PROCESSES
D MARKOV DECISION THEORY AND OPTIMALITY OF MARKOV POLICIES
REFERENCES
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
STOCHASTIC NETWORKED CONTROL SYSTEMS
/ YUEKSEL, SERDAR
: 2013
ABSTRACT / INHALTSTEXT
NETWORKED CONTROL SYSTEMS ARE INCREASINGLY UBIQUITOUS TODAY, WITH
APPLICATIONS RANGING FROM VEHICLE COMMUNICATION AND ADAPTIVE POWER GRIDS
TO SPACE EXPLORATION AND ECONOMICS. THE OPTIMAL DESIGN OF SUCH SYSTEMS
PRESENTS MAJOR CHALLENGES, REQUIRING TOOLS FROM VARIOUS DISCIPLINES
WITHIN APPLIED MATHEMATICS SUCH AS DECENTRALIZED CONTROL, STOCHASTIC
CONTROL, INFORMATION THEORY, AND QUANTIZATION. A THOROUGH,
SELF-CONTAINED BOOK, STOCHASTIC NETWORKED CONTROL SYSTEMS: STABILIZATION
AND OPTIMIZATION UNDER INFORMATION CONSTRAINTS AIMS TO CONNECT THESE
DIVERSE DISCIPLINES WITH PRECISION AND RIGOR, WHILE CONVEYING DESIGN
GUIDELINES TO CONTROLLER ARCHITECTS. UNIQUE IN THE LITERATURE, IT LAYS A
COMPREHENSIVE THEORETICAL FOUNDATION FOR THE STUDY OF NETWORKED CONTROL
SYSTEMS, AND INTRODUCES AN ARRAY OF CONCRETE TOOLS FOR WORK IN THE
FIELD. SALIENT FEATURES INCLUDE:
CHARACTERIZATION, COMPARISON AND OPTIMAL DESIGN OF INFORMATION
STRUCTURES IN STATIC AND DYNAMIC TEAMS.OPERATIONAL, STRUCTURAL AND
TOPOLOGICAL PROPERTIES OF INFORMATION STRUCTURES IN OPTIMAL DECISION
MAKING, WITH A SYSTEMATIC PROGRAM FOR GENERATING OPTIMAL ENCODING AND
CONTROL POLICIES. THE NOTION OF SIGNALING, AND ITS UTILIZATION IN
STABILIZATION AND OPTIMIZATION OF DECENTRALIZED CONTROL SYSTEMS.
PRESENTATION OF MATHEMATICAL METHODS FOR STOCHASTIC
STABILITY OF NETWORKED CONTROL SYSTEMS USING RANDOM-TIME,
STATE-DEPENDENT DRIFT CONDITIONS AND MARTINGALE METHODS.
CHARACTERIZATION AND STUDY OF INFORMATION CHANNELS
LEADING TO VARIOUS FORMS OF STOCHASTIC STABILITY SUCH AS STATIONARITY,
ERGODICITY, AND QUADRATIC STABILITY; AND CONNECTIONS WITH INFORMATION
AND QUANTIZATION THEORIES.ANALYSIS OF VARIOUS CLASSES OF CENTRALIZED AND
DECENTRALIZED CONTROL SYSTEMS. JOINTLY OPTIMAL
DESIGN OF ENCODING AND CONTROL POLICIES OVER VARIOUS INFORMATION
CHANNELS AND UNDER GENERAL OPTIMIZATION CRITERIA, INCLUDING A DETAILED
COVERAGE OF LINEAR-QUADRATIC-GAUSSIAN MODELS.
DECENTRALIZED AGREEMENT AND DYNAMIC OPTIMIZATION UNDER INFORMATION
CONSTRAINTS. THIS MONOGRAPH IS GEARED TOWARD A BROAD AUDIENCE OF
ACADEMIC AND INDUSTRIAL RESEARCHERS INTERESTED IN CONTROL THEORY,
INFORMATION THEORY, OPTIMIZATION, ECONOMICS, AND APPLIED MATHEMATICS. IT
COULD LIKEWISE SERVE AS A SUPPLEMENTAL GRADUATE TEXT. THE READER IS
EXPECTED TO HAVE SOME FAMILIARITY WITH LINEAR SYSTEMS, STOCHASTIC
PROCESSES, AND MARKOV CHAINS, BUT THE NECESSARY BACKGROUND CAN ALSO BE
ACQUIRED IN PART THROUGH THE FOUR APPENDICES INCLUDED AT THE END
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Yüksel, Serdar Başar, Tamer 1946- |
| author_GND | (DE-588)1106113543 (DE-588)170065804 |
| author_facet | Yüksel, Serdar Başar, Tamer 1946- |
| author_role | aut aut |
| author_sort | Yüksel, Serdar |
| author_variant | s y sy t b tb |
| building | Verbundindex |
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| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519 |
| dewey-search | 519 |
| dewey-sort | 3519 |
| dewey-tens | 510 - Mathematics |
| discipline | Maschinenbau / Maschinenwesen Mathematik |
| doi_str_mv | 10.1007/978-1-4614-7085-4 |
| format | Electronic eBook |
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| spelling | Yüksel, Serdar Verfasser (DE-588)1106113543 aut Stochastic networked control systems stabilization and optimization under information constraints Serdar Yüksel ; Tamer Başar New York, NY [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Systems & control: foundations & applications Stochastische optimale Kontrolle (DE-588)4207850-7 gnd rswk-swf Stochastische optimale Kontrolle (DE-588)4207850-7 s 1\p DE-604 Başar, Tamer 1946- Verfasser (DE-588)170065804 aut https://doi.org/10.1007/978-1-4614-7085-4 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026057077&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026057077&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Yüksel, Serdar Başar, Tamer 1946- Stochastic networked control systems stabilization and optimization under information constraints Stochastische optimale Kontrolle (DE-588)4207850-7 gnd |
| subject_GND | (DE-588)4207850-7 |
| title | Stochastic networked control systems stabilization and optimization under information constraints |
| title_auth | Stochastic networked control systems stabilization and optimization under information constraints |
| title_exact_search | Stochastic networked control systems stabilization and optimization under information constraints |
| title_full | Stochastic networked control systems stabilization and optimization under information constraints Serdar Yüksel ; Tamer Başar |
| title_fullStr | Stochastic networked control systems stabilization and optimization under information constraints Serdar Yüksel ; Tamer Başar |
| title_full_unstemmed | Stochastic networked control systems stabilization and optimization under information constraints Serdar Yüksel ; Tamer Başar |
| title_short | Stochastic networked control systems |
| title_sort | stochastic networked control systems stabilization and optimization under information constraints |
| title_sub | stabilization and optimization under information constraints |
| topic | Stochastische optimale Kontrolle (DE-588)4207850-7 gnd |
| topic_facet | Stochastische optimale Kontrolle |
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