Applications of Perturbation Analysis in Stochastic Hybrid Systems

Language: English

Published by LAP LAMBERT Academic Publishing, 2016

3659957402 / 9783659957406

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Control and optimization of Stochastic Hybrid Systems (SHS) constitute increasingly active elds of research. Perturbation Analysis (PA) techniques have proven to be particularly useful for SHS, since the size and complexity of such systems frequently render the use of exhaustive veri cation techniques prohibitive. This book focuses on applying PA to two di erent problems: Tra c Light Control (TLC) and control of cancer progression, both of which are viewed as dynamic optimization problems in a SHS environment. The TLC problem for a single intersection is modeled as a SHS, for which a quasi-dynamic control policy is proposed based on partial state information de ned by detecting whether vehicle backlogs are above or below certain controllable threshold values. The problem of controlling cancer progression is formulated within a Stochastic Hybrid Automaton framework, and an integrative closed-loop framework is proposed for describing the progressive development of cancer and determining optimal personalized therapies. The insights provided by this book should be useful to researchers in the field of SHS and more generally to those interested in cutting-edge optimization solutions.

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Title
Applications of Perturbation Analysis in Stochastic Hybrid Systems
Author
Julia L. Fleck
Publisher
LAP LAMBERT Academic Publishing
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659957402
ISBN 13
9783659957406
Item weight
352 grams
Dimensions
220x150x14 mm

AHA-BUCH GmbH

Einbeck, Germany

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