Max-plus linear stochastic systems and perturbation analysis
Author(s)
Bibliographic Information
Max-plus linear stochastic systems and perturbation analysis
（The Kluwer international series on discrete event dynamic systems, 15）
Springer, c2006
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Note
Includes bibliographical references (p. [301]-308) and index
"DEDS 15" --Back cover
Description and Table of Contents
Description
This book provides a thorough review and explanation of the theory of stochastic max-plus linear systems, which has seen rapid advances in the last decade. The coverage includes modeling issues and stability theory for stochastic max-plus systems, perturbation analysis of max-plus systems, developing a calculus for differentiation of max-plus systems. This leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times.
Table of 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.
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