The Resource Stochastic reachability analysis of hybrid systems, Luminita Manuela Bujorianu, (electronic resource)

Stochastic reachability analysis of hybrid systems, Luminita Manuela Bujorianu, (electronic resource)

Label
Stochastic reachability analysis of hybrid systems
Title
Stochastic reachability analysis of hybrid systems
Statement of responsibility
Luminita Manuela Bujorianu
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
Stochastic reachability analysis (SRA) is a method of analyzing the behavior of control systems which mix discrete and continuous dynamics. For probabilistic discrete systems it has been shown to be a practical verification method but for stochastic hybrid systems it can be rather more. As a verification technique SRA can assess the safety and performance of, for example, autonomous systems, robot and aircraft path planning and multi-agent coordination but it can also be used for the adaptive control of such systems. Stochastic Reachability Analysis of Hybrid Systems is a self-contained and accessible introduction to this novel topic in the analysis and development of stochastic hybrid systems. Beginning with the relevant aspects of Markov models and introducing stochastic hybrid systems, the book then moves on to coverage of reachability analysis for stochastic hybrid systems. Following this build up, the core of the text first formally defines the concept of reachability in the stochastic framework and then treats issues representing the different faces of SRA: · stochastic reachability based on Markov process theory; · martingale methods; · stochastic reachability as an optimal stopping problem; and · dynamic programming. The book is rounded off by an appendix providing mathematical underpinning on subjects such as ordinary differential equations, probabilistic measure theory and stochastic modeling, which will help the non-expert-mathematician to appreciate the text. Stochastic Reachability Analysis of Hybrid Systems characterizes a highly interdisciplinary area of research and is consequently of significant interest to academic researchers and graduate students from a variety of backgrounds in control engineering, applied mathematics and computer science
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Bujorianu, Luminita Manuela
Image bit depth
0
LC call number
QA76.38
LC item number
.B85 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Communications and Control Engineering,
http://library.link/vocab/subjectName
  • Hybrid systems
  • COMPUTERS / Systems Architecture / General
  • Hybrid systems
  • Ingénierie
Label
Stochastic reachability analysis of hybrid systems, Luminita Manuela Bujorianu, (electronic resource)
Instantiates
Publication
Note
Includes index
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
  • cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
  • txt
Content type MARC source
rdacontent/dut
Contents
The Need for Interdisciplinarity in Modern Systems Engineering -- Markov Models -- Randomness Issues when Modeling Hybrid Systems -- Stochastic Hybrid Systems -- Reachability Analysis for Deterministic Hybrid Systems -- Stochastic Reachability Problems -- Different Methodologies for Stochastic Reachability -- Stochastic Reachability Based on Markov Process Theory -- Martingale Methods -- Stochastic Reachability as an Optimal Stopping Problem -- Dynamic Programming Approach to Stochastic Reachability -- Applications to Autonomous Systems -- Applications of Stochastic Reachability in Air-traffic Management
Dimensions
unknown
Extent
1 online resource (xvii, 244 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447127949
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
  • c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)792942622
  • (OCoLC)ocn792942622
Label
Stochastic reachability analysis of hybrid systems, Luminita Manuela Bujorianu, (electronic resource)
Publication
Note
Includes index
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
  • cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
  • txt
Content type MARC source
rdacontent/dut
Contents
The Need for Interdisciplinarity in Modern Systems Engineering -- Markov Models -- Randomness Issues when Modeling Hybrid Systems -- Stochastic Hybrid Systems -- Reachability Analysis for Deterministic Hybrid Systems -- Stochastic Reachability Problems -- Different Methodologies for Stochastic Reachability -- Stochastic Reachability Based on Markov Process Theory -- Martingale Methods -- Stochastic Reachability as an Optimal Stopping Problem -- Dynamic Programming Approach to Stochastic Reachability -- Applications to Autonomous Systems -- Applications of Stochastic Reachability in Air-traffic Management
Dimensions
unknown
Extent
1 online resource (xvii, 244 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447127949
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
  • c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)792942622
  • (OCoLC)ocn792942622

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