Stochastic Modeling and Optimization With Applications in Queues, Finance, and Supply Chains

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  • Engels
  • Hardcover
  • 9780387955827
  • 14 januari 2003
  • 468 pagina's
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Samenvatting

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);



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.

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Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
14 januari 2003
Aantal pagina's
468
Illustraties
Nee

Betrokkenen

Hoofdauteur
Maurice M. Reeder
Tweede Auteur
Hangin Zhang
Co Auteur
Xun Yu Zhou
Hoofdredacteur
David D. Yao
Tweede Redacteur
Hanqin Zhang
Co Redacteur
X.Y. Zhou

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Editie
2003 ed.
Extra groot lettertype
Nee
Product breedte
155 mm
Product lengte
235 mm
Studieboek
Nee
Verpakking breedte
155 mm
Verpakking hoogte
27 mm
Verpakking lengte
241 mm
Verpakkingsgewicht
794 g

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9780387955827

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