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Continuous-Time Markov Decision Processes : Theory and Applications, Paperbac...

Description: Continuous-Time Markov Decision Processes : Theory and Applications, Paperback by Guo, Xianping; Hernandez-Lerma, Onesimo, ISBN 3642260721, ISBN-13 9783642260728, Brand New, Free shipping in the US Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used for modeling decision-making problems that arise in operations research (for instance, inventory, manufacturing, and queueing systems), computer science, communications engineering, control of populations (such as fisheries and epidemics), and management science, among many other fields. This volume provides a unified, systematic, self-contained presentation of recent developments on the theory and applications of continuous-time MDPs. The MDPs in this volume include most of the cases that arise in applications, because they allow unbounded transition and reward/cost rates. Much of the material appears for the first time in book form.

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Book Title: Continuous-Time Markov Decision Processes : Theory and Applicatio

Number of Pages: Xviii, 234 Pages

Language: English

Publication Name: Continuous-Time Markov Decision Processes : Theory and Applications

Publisher: Springer Berlin / Heidelberg

Subject: Probability & Statistics / Stochastic Processes, Decision-Making & Problem Solving, Probability & Statistics / General, Operations Research, Optimization

Publication Year: 2012

Item Weight: 16 Oz

Type: Textbook

Item Length: 9.3 in

Subject Area: Mathematics, Business & Economics

Author: Xianping Guo, Onésimo Hernández-Lerma

Item Width: 6.1 in

Series: Stochastic Modelling and Applied Probability Ser.

Format: Trade Paperback

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