Handbook of Markov decision processes : methods and applications ; edited by Eugene A. Feinberg, Adam Shwartz

Other Authors: Feinberg, Eugene A., Shwartz, Adam,
Format: Book
Language:English
Published: Boston : Kluwer Academic Publishers, c2002
Series:International series in operations research and management science
Subjects:
LEADER 02512nam a2200253 a 4500
001 1401120
005 20171111233404.0
008 090820s2002 gr erbi 001 0 eng d
020 |a 0792374592  |q (acid-free paper) 
040 |a GrAtEKP.sci  |b gre  |e AACR2 
082 0 |2 21  |a 519.233 
245 0 0 |a Handbook of Markov decision processes :  |b methods and applications ; edited by Eugene A. Feinberg, Adam Shwartz 
260 |a Boston :  |b Kluwer Academic Publishers,  |c c2002 
300 |a viii, 565 p. :  |b ill. ;  |c 25 cm. 
490 0 |a International series in operations research and management science 
504 |a Includes bibliographical references and index. 
505 0 |a Contents: Machine generated contents note: Part I Finite State and Action Models -- 2 -- Finite State and Action MDPs -- Lodewijk Kallenberg -- 3 -- Bias Optimality -- Mark E. Lewis and Martin L. Puterman -- 4 -- Singular Perturbations of Markov Chains and Decision Processes -- Konstantin E. Avrachenkov, Jerzy Filar and Moshe Haviv -- Part II Infinite State Models -- 5 -- Average Reward Optimization Theory for Denumerable State Spaces -- Linn I Sennott -- 6 -- Total Reward Criteria -- Eugene A. Feinberg -- 7 -- Mixed Criteria -- Eugene A. Feinberg and Adam Shwartz -- 8 -- Blackwell Optimality -- Arie Hordijk and Alexander A. Yushkevich -- 9 -- The Poisson Equation for Countable Markov Chains: -- Probabilistic Methods and Interpretations -- Armand M. Makowski and Adam Shwartz -- 10 -- Stability, Performance Evaluation, and Optimization -- Sean P. Meyn -- 11 -- Convex Analytic Methods in Markov Decision Processes -- Vivek S. Borkar -- 12 -- The Linear Programming Approach -- Ondsimo Herndndez-Lerma and Jean B. Lasserre -- 13 -- Invariant Gambling Problems and Markov Decision Processes -- Lester E. Dubins, Ashok P. Maitra and William D. Sudderth -- Part III Applications -- 14 -- Neuro-Dynamic Programming: Overview and Recent Trends -- Benjamin Van Roy -- 15 -- Markov Decision Processes in Finance and Dynamic Options -- Manfred Schil -- 16 -- Applications of Markov Decision Processes in Communication -- Networks -- Eitan Altman -- 17 -- Water Reservoir Applications of Markov Decision Processes -- Bernard F. Lamond and Abdeslem Boukhtouta -- Index. 
650 0 |a Statistical decision 
650 0 |a Markov processes 
650 1 0 |a Statistical decision 
650 1 0 |a Markov processes 
700 1 |a Feinberg, Eugene A. 
700 1 |a Shwartz, Adam, 
952 |a GrAtEKP  |b 59cd22866c5ad13446108182  |c 998a  |d 945l  |e 519.233 FeiE h 2002  |t 1  |x m  |z Books