Optimization of Stochastic Discrete Systems and Control on Complex Networks

Language: English

Published by Springer, Palgrave Macmillan Dez 2014, 2014

3319118323 / 9783319118321

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents the latest findings on stochastic dynamic programming models and on solving optimal control problems in networks. It includes the authors¿ new findings on determining the optimal solution of discrete optimal control problems in networks and on solving game variants of Markov decision problems in the context of computational networks. First, the book studies the finite state space of Markov processes and reviews the existing methods and algorithms for determining the main characteristics in Markov chains, before proposing new approaches based on dynamic programming and combinatorial methods. Chapter two is dedicated to infinite horizon stochastic discrete optimal control models and Markov decision problems with average and expected total discounted optimization criteria, while Chapter three develops a special game-theoretical approach to Markov decision processes and stochastic discrete optimal control problems. In closing, the book¿s final chapter is devoted to finite horizon stochastic control problems and Markov decision processes. The algorithms developed represent a valuable contribution to the important field of computational network theory.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 424 pp. Englisch.

Seller Inventory # 9783319118321

Title
Optimization of Stochastic Discrete Systems and Control on Complex Networks
Author
Dmitrii Lozovanu
Publisher
Springer, Palgrave Macmillan Dez 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319118323
ISBN 13
9783319118321
Item weight
799 grams
Dimensions
241x160x29 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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