Beschreibung
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 verication techniques prohibitive. This book focuses on applying PA to two dierent problems: Trac 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 dened 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.
Autorenporträt
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.
Herstellerkennzeichnung:
BoD - Books on Demand
In de Tarpen 42
22848 Norderstedt
DE
E-Mail: info@bod.de
