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Stochastic Modeling and Optimization: With Applications in Queues, Finance, and Supply Chains - Brossura
This books covers the broad range of research in stochastic models and optimization. Applications presented include networks, financial engineering, production planning, and supply chain management. Each contribution is aimed at graduate students working in operations research, probability, and statistics.
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"The Workshop Stochastic Models and Optimization ... in May 2001, forms the basis of the present volume. 14 papers from about 60 presentations at the workshop were selected and thoroughly revised making self-contained chapters of a book for a broad audience. It highlighted some recent advances in applied probability achieved mainly by scientists with Chinese background. ... The book seems to be very suitable for seminar studies at the graduate level." (Hans-Joachim Girlich, OR News, 25, November 2005)
Discrete-time Singularly Perturbed Markov Chains * Nearly Optimal Controls of Markovian Systems * Stochastic Approximation, with Applications * Performance Potential Based Optimization and Markov Decision Processes * An Interior-Point and Decomposition Approach to Stochastic Programming * Stability of General Processing Networks * Large Deviations, Long-Range Dependence, and Queues * Markowitz's World in Continuous Time, and Beyond * A Markov Chain Method for Pricing Contingent Claims * Stochastic Network Models and Optimization of a Hospital System * Optimal Airline Booking Control with Cancellations * Information Revision and Decision Making in Supply Chain Management
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreSpringer Nature
- Data di pubblicazione2011
- ISBN 10 1441930655
- ISBN 13 9781441930651
- RilegaturaCopertina flessibile
- Numero di pagine480
- RedattoreZhang Hanqin
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ISBN 13: 9781441930651
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Descrizione libro Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The objective of this volume is to highlight through a collection of chap ters some of the recent research works in applied prob ability, specifically stochastic modeling and optimization. The volume is organized loosely into four parts. The first part is a col lection of several basic methodologies: singularly perturbed Markov chains (Chapter 1), and related applications in stochastic optimal control (Chapter 2); stochastic approximation, emphasizing convergence properties (Chapter 3); a performance-potential based approach to Markov decision program ming (Chapter 4); and interior-point techniques (homogeneous self-dual embedding and central path following) applied to stochastic programming (Chapter 5). The three chapters in the second part are concerned with queueing the ory. Chapters 6 and 7 both study processing networks - a general dass of queueing networks - focusing, respectively, on limit theorems in the form of strong approximation, and the issue of stability via connections to re lated fluid models. The subject of Chapter 8 is performance asymptotics via large deviations theory, when the input process to a queueing system exhibits long-range dependence, modeled as fractional Brownian motion. Codice articolo 9781441930651
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Descrizione libro Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This books covers the broad range of research in stochastic models and optimization. Applications presented include networks, financial engineering, production planning, and supply chain management. Each contribution is aimed at graduate students working in. Codice articolo 4173526
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Descrizione libro Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -'This books covers the broad range of research in stochastic models and optimization. Applications presented include networks, financial engineering, production planning, and supply chain management. Each contribution is aimed at graduate students working in operations research, probability, and statistics. 484 pp. Englisch. Codice articolo 9781441930651
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