Randomized algorithms for analysis and control of uncertain systems: with applications
<p>The presence of uncertainty in a system description has always been a critical issue in control. The main objective of <i>Randomized Algorithms for Analysis and Control of Uncertain Systems, with Applications </i>(Second Edition) is to introduce the reader to the fundamentals of...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
London [u.a.]
Springer
2013
|
| Ausgabe: | 2nd ed. |
| Schriftenreihe: | Communications and control engineering
|
| Schlagwörter: | |
| Links: | https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 https://doi.org/10.1007/978-1-4471-4610-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025666338&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025666338&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| Zusammenfassung: | <p>The presence of uncertainty in a system description has always been a critical issue in control. The main objective of <i>Randomized Algorithms for Analysis and Control of Uncertain Systems, with Applications </i>(Second Edition) is to introduce the reader to the fundamentals of probabilistic methods in the analysis and design of systems subject to deterministic and stochastic uncertainty. The approach propounded by this text guarantees a reduction in the computational complexity of classical control algorithms and in the conservativeness of standard robust control techniques. |
| Beschreibung: | Uncertainty and Robustness -- Probability and Robustness of Uncertain Systems -- Elements of Probability Theory -- Uncertain Linear Systems and Robustness -- Linear Robust Control Design -- Some Limits of the Robustness Paradigm -- Probabilistic Methods for Robustness -- Monte Carlo Methods -- Randomized Algorithms in Systems and Control -- Probability Inequalities -- Statistical Learning Theory and Control Design -- Sequential Algorithms for Probabilistic Robust Design -- Sequential Algorithms for LPV Systems -- Scenario Approach for Probabilistic Robust Design -- Random Number and Variate Generation -- Statistical Theory of Radial Random Vectors -- Vector Randomization Methods -- Statistical Theory of Radial Random Matrices -- Matrix Randomization Methods -- Applications of Randomized Algorithms |
| Umfang: | 1 Online-Ressource (XXI, 357 p. 75 illus., 49 illus. in color) |
| ISBN: | 9781447146100 |
| DOI: | 10.1007/978-1-4471-4610-0 |
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Datensatz im Suchindex
| _version_ | 1819312614098862080 |
|---|---|
| adam_text | RANDOMIZED ALGORITHMS FOR ANALYSIS AND CONTROL OF UNCERTAIN SYSTEMS
/ TEMPO, ROBERTO
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
UNCERTAINTY AND ROBUSTNESS
PROBABILITY AND ROBUSTNESS OF UNCERTAIN SYSTEMS
ELEMENTS OF PROBABILITY THEORY
UNCERTAIN LINEAR SYSTEMS AND ROBUSTNESS
LINEAR ROBUST CONTROL DESIGN
SOME LIMITS OF THE ROBUSTNESS PARADIGM
PROBABILISTIC METHODS FOR ROBUSTNESS
MONTE CARLO METHODS
RANDOMIZED ALGORITHMS IN SYSTEMS AND CONTROL
PROBABILITY INEQUALITIES
STATISTICAL LEARNING THEORY AND CONTROL DESIGN
SEQUENTIAL ALGORITHMS FOR PROBABILISTIC ROBUST DESIGN
SEQUENTIAL ALGORITHMS FOR LPV SYSTEMS
SCENARIO APPROACH FOR PROBABILISTIC ROBUST DESIGN
RANDOM NUMBER AND VARIATE GENERATION
STATISTICAL THEORY OF RADIAL RANDOM VECTORS
VECTOR RANDOMIZATION METHODS
STATISTICAL THEORY OF RADIAL RANDOM MATRICES
MATRIX RANDOMIZATION METHODS
APPLICATIONS OF RANDOMIZED ALGORITHMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
RANDOMIZED ALGORITHMS FOR ANALYSIS AND CONTROL OF UNCERTAIN SYSTEMS
/ TEMPO, ROBERTO
: 2013
ABSTRACT / INHALTSTEXT
THE PRESENCE OF UNCERTAINTY IN A SYSTEM DESCRIPTION HAS ALWAYS BEEN A
CRITICAL ISSUE IN CONTROL. THE MAIN OBJECTIVE OF RANDOMIZED ALGORITHMS
FOR ANALYSIS AND CONTROL OF UNCERTAIN SYSTEMS, WITH APPLICATIONS (SECOND
EDITION) IS TO INTRODUCE THE READER TO THE FUNDAMENTALS OF PROBABILISTIC
METHODS IN THE ANALYSIS AND DESIGN OF SYSTEMS SUBJECT TO DETERMINISTIC
AND STOCHASTIC UNCERTAINTY. THE APPROACH PROPOUNDED BY THIS TEXT
GUARANTEES A REDUCTION IN THE COMPUTATIONAL COMPLEXITY OF CLASSICAL
CONTROL ALGORITHMS AND IN THE CONSERVATIVENESS OF STANDARD ROBUST
CONTROL TECHNIQUES. THE SECOND EDITION HAS BEEN THOROUGHLY UPDATED TO
REFLECT RECENT RESEARCH AND NEW APPLICATIONS WITH CHAPTERS ON
STATISTICAL LEARNING THEORY, SEQUENTIAL METHODS FOR CONTROL AND THE
SCENARIO APPROACH BEING COMPLETELY REWRITTEN. FEATURES:
SELF-CONTAINED TREATMENT EXPLAINING MONTE CARLO AND
LAS VEGAS RANDOMIZED ALGORITHMS FROM THEIR GENESIS IN THE PRINCIPLES OF
PROBABILITY THEORY TO THEIR USE FOR SYSTEM ANALYSIS;
DEVELOPMENT OF A NOVEL PARADIGM FOR (CONVEX AND NONCONVEX) CONTROLLER
SYNTHESIS IN THE PRESENCE OF UNCERTAINTY AND IN THE CONTEXT OF
RANDOMIZED ALGORITHMS; COMPREHENSIVE TREATMENT OF
MULTIVARIATE SAMPLE GENERATION TECHNIQUES, INCLUDING CONSIDERATION OF
THE DIFFICULTIES INVOLVED IN OBTAINING IDENTICALLY AND INDEPENDENTLY
DISTRIBUTED SAMPLES; APPLICATIONS OF RANDOMIZED
ALGORITHMS IN VARIOUS ENDEAVOURS, SUCH AS PAGERANK COMPUTATION FOR THE
GOOGLE WEB SEARCH ENGINE, UNMANNED AERIAL VEHICLE DESIGN (BOTH NEW IN
THE SECOND EDITION), CONGESTION CONTROL OF HIGH-SPEED COMMUNICATIONS
NETWORKS AND STABILITY OF QUANTIZED SAMPLED-DATA SYSTEMS. RANDOMIZED
ALGORITHMS FOR ANALYSIS AND CONTROL OF UNCERTAIN SYSTEMS (SECOND
EDITION) IS CERTAIN TO INTEREST ACADEMIC RESEARCHERS AND GRADUATE
CONTROL STUDENTS WORKING IN PROBABILISTIC, ROBUST OR OPTIMAL CONTROL
METHODS AND CONTROL ENGINEERS DEALING WITH SYSTEM UNCERTAINTIES. THE
PRESENT BOOK IS A VERY TIMELY CONTRIBUTION TO THE LITERATURE. I HAVE NO
HESITATION IN ASSERTING THAT IT WILL REMAIN A WIDELY CITED REFERENCE
WORK FOR MANY YEARS. M. VIDYASAGAR THE COMMUNICATIONS AND CONTROL
ENGINEERING SERIES REPORTS MAJOR TECHNOLOGICAL ADVANCES WHICH HAVE
POTENTIAL FOR GREAT IMPACT IN THE FIELDS OF COMMUNICATION AND CONTROL.
IT REFLECTS RESEARCH IN INDUSTRIAL AND ACADEMIC INSTITUTIONS AROUND THE
WORLD SO THAT THE READERSHIP CAN EXPLOIT NEW POSSIBILITIES AS THEY
BECOME AVAILABLE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Tempo, Roberto |
| author_facet | Tempo, Roberto |
| author_role | aut |
| author_sort | Tempo, Roberto |
| author_variant | r t rt |
| building | Verbundindex |
| bvnumber | BV040685486 |
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| dewey-full | 629.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 629 - Other branches of engineering |
| dewey-raw | 629.8 |
| dewey-search | 629.8 |
| dewey-sort | 3629.8 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-1-4471-4610-0 |
| edition | 2nd ed. |
| format | Electronic eBook |
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| id | DE-604.BV040685486 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T16:23:19Z |
| institution | BVB |
| isbn | 9781447146100 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025666338 |
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| physical | 1 Online-Ressource (XXI, 357 p. 75 illus., 49 illus. in color) |
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| publishDateSearch | 2013 |
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| publisher | Springer |
| record_format | marc |
| series2 | Communications and control engineering |
| spellingShingle | Tempo, Roberto Randomized algorithms for analysis and control of uncertain systems with applications Ingenieurwissenschaften Engineering Systems theory Algorithms Physics Telecommunication |
| title | Randomized algorithms for analysis and control of uncertain systems with applications |
| title_auth | Randomized algorithms for analysis and control of uncertain systems with applications |
| title_exact_search | Randomized algorithms for analysis and control of uncertain systems with applications |
| title_full | Randomized algorithms for analysis and control of uncertain systems with applications Roberto Tempo ; Giuseppe Calafiore ; Fabrizio Dabbene |
| title_fullStr | Randomized algorithms for analysis and control of uncertain systems with applications Roberto Tempo ; Giuseppe Calafiore ; Fabrizio Dabbene |
| title_full_unstemmed | Randomized algorithms for analysis and control of uncertain systems with applications Roberto Tempo ; Giuseppe Calafiore ; Fabrizio Dabbene |
| title_short | Randomized algorithms for analysis and control of uncertain systems |
| title_sort | randomized algorithms for analysis and control of uncertain systems with applications |
| title_sub | with applications |
| topic | Ingenieurwissenschaften Engineering Systems theory Algorithms Physics Telecommunication |
| topic_facet | Ingenieurwissenschaften Engineering Systems theory Algorithms Physics Telecommunication |
| url | https://doi.org/10.1007/978-1-4471-4610-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025666338&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025666338&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT temporoberto randomizedalgorithmsforanalysisandcontrolofuncertainsystemswithapplications AT calafioregiuseppe randomizedalgorithmsforanalysisandcontrolofuncertainsystemswithapplications AT dabbenefabrizio randomizedalgorithmsforanalysisandcontrolofuncertainsystemswithapplications |