The Resource Max-Plus linear stochastic systems and perturbation analysis, by Bernd Heidergott, (electronic resource)

Max-Plus linear stochastic systems and perturbation analysis, by Bernd Heidergott, (electronic resource)

Label
Max-Plus linear stochastic systems and perturbation analysis
Title
Max-Plus linear stochastic systems and perturbation analysis
Statement of responsibility
by Bernd Heidergott
Creator
Subject
Genre
Language
eng
Summary
During the last decade, the area of stochastic max-plus linear systems has witnessed a rapid development, which created a growing interest in this area. This book provides a thorough treatment of the theory of stochastic max-plus linear systems. Max-plus algebra is an algebraic approach to discrete event systems (DES), like queuing networks that are prone to synchronization. Perturbation analysis studies the sensitivity of the performance of DES with respect to changes in a particular system parameter. The first part of the book addresses modeling issues and stability theory for stochastic max-plus systems. The second part of the book treats perturbation analysis of max-plus systems: a calculus for differentiation of max-plus systems is developed. This calculus leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times. This book will be of interest to researchers and professionals in the area of applied probability who are interested in numerical evaluation of stochastic max-plus linear discrete event systems
Member of
Cataloging source
COO
http://library.link/vocab/creatorName
Heidergott, Bernd
Dewey number
003/.76
Illustrations
illustrations
Index
index present
LC call number
QA402.37
LC item number
.H45 2006
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Kluwer international series on discrete event dynamic systems
Series volume
15
http://library.link/vocab/subjectName
  • Stochastic systems
  • Discrete-time systems
  • Perturbation (Mathematics)
  • Computer Science
  • Math Applications in Computer Science
  • Probability and Statistics in Computer Science
  • Symbolic and Algebraic Manipulation
  • SCIENCE
  • Informatique
  • Discrete-time systems
  • Perturbation (Mathematics)
  • Stochastic systems
Label
Max-Plus linear stochastic systems and perturbation analysis, by Bernd Heidergott, (electronic resource)
Link
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 301-308) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Max-Plus Algebra -- Max-Plus Linear Stochastic Systems -- Ergodic Theory -- Perturbation Analysis -- A Max-Plus Differential Calculus -- Higher-Order D-Derivatives -- Taylor Series Expansions
Dimensions
unknown
Extent
1 online resource (xii, 320 pages)
Form of item
online
Isbn
9780387352060
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
Stock number
978-0-387-35206-0
System control number
  • (OCoLC)86075655
  • (OCoLC)ocm86075655
Label
Max-Plus linear stochastic systems and perturbation analysis, by Bernd Heidergott, (electronic resource)
Link
Publication
Bibliography note
Includes bibliographical references (pages 301-308) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Max-Plus Algebra -- Max-Plus Linear Stochastic Systems -- Ergodic Theory -- Perturbation Analysis -- A Max-Plus Differential Calculus -- Higher-Order D-Derivatives -- Taylor Series Expansions
Dimensions
unknown
Extent
1 online resource (xii, 320 pages)
Form of item
online
Isbn
9780387352060
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
Stock number
978-0-387-35206-0
System control number
  • (OCoLC)86075655
  • (OCoLC)ocm86075655

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