Max-Plus Linear Stochastic Systems and Perturbation Analysis

Name: Max-Plus Linear Stochastic Systems and Perturbation Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9781441941985
Price: 64663 HUF
Availability: InStock

Szerző: Bernd F. Heidergott

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer-Verlag New York Inc.

Elérhetőség: Beszállítói készleten alacsony példányszámban

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During the last decade, the area of stochastic max-plus linear systems has witnessed a rapid develop...

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Szerző

Bernd F. Heidergott

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

320

EAN

9781441941985

ISBN

1441941983

Enbook ID

01422708

Kiadó

Springer-Verlag New York Inc.

Súly

516

Méretek

155 x 235 x 17

Teljes leírás

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.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.

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Max-Plus Linear Stochastic Systems and Perturbation Analysis

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