Applications of Perturbation Analysis in Stochastic Hybrid Systems

Julia L. Fleck

ISBN 10: 3659957402 / ISBN 13: 9783659957406

Published by LAP LAMBERT Academic Publishing Okt 2016, 2016

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 224 pp. Englisch.

Seller Inventory # 9783659957406

Bibliographic Details

• Title: Applications of Perturbation Analysis in Stochastic Hybrid Systems
• Publisher: LAP LAMBERT Academic Publishing Okt 2016
• Publication Date: 2016
• Language: English
• ISBN 10: 3659957402
• ISBN 13: 9783659957406
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 14D millimeters 220 millimeters width by 150 millimeters height by 14 millimeters depth
• Weight: 352 grams

About this title

Synopsis

Control and optimization of Stochastic Hybrid Systems (SHS) constitute increasingly active fields 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 verification techniques prohibitive. This book focuses on applying PA to two different problems: Traffic 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 defined 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.

About the Author

Julia L. Fleck received her Ph.D. in Systems Engineering from Boston University. She is a systems optimization consultant specialized in translational research.Christos G. Cassandras is Distinguished Professor of Engineering and Head of the Division of Systems Engineering at Boston University. He specializes in discrete events and hybrid systems.