Handbook of Markov decision processes methods and applications

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Sprache:English
Veröffentlicht: Boston Kluwer Academic Publishers 2002
Schriftenreihe:International series in operations research & management science 40
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245 1 0 |a Handbook of Markov decision processes  |b methods and applications  |c edited by Eugene A. Feinberg, Adam Shwartz 
264 1 |a Boston  |b Kluwer Academic Publishers  |c 2002 
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Datensatz im Suchindex

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adam_text Contents 1 Introduction 1 Eugene A. Feinberg and Adam Shwartz Part I Finite State and Action Models 2 Finite State and Action MDPs 21 Lodewijk Kallenberg 3 Bias Optimality 89 Mark E. Lewis and Martin L. Puterman 4 Singular Perturbations of Markov Chains and Decision Processes 113 Konstantin E. Avrachenkov, Jerzy Filar and Moshe Haviv Part II Infinite State Models 5 Average Reward Optimization Theory for Denumerable State Spaces 153 Linn I. Sennott 6 Total Reward Criteria 173 Eugene A. Feinberg 7 Mixed Criteria 209 Eugene A. Feinberg and Adam Shwartz 8 Blackwell Optimality 231 Arie Hordijk and Alexander A. Yushkevich viii HANDBOOK OF MARKOV DECISION PROCESSES 9 The Poisson Equation for Countable Markov Chains: 269 Probabilistic Methods and Interpretations Armand M. Makowski and Adam Shwartz 10 Stability, Performance Evaluation, and Optimization 305 Sean P. Meyn 11 Convex Analytic Methods in Markov Decision Processes 347 Vivek S. Borkar 12 The Linear Programming Approach 377 Onesimo Herndndez Lerma and Jean B. Lasserre 13 Invariant Gambling Problems and Markov Decision Processes 409 Lester E. Dubins, Ashok P. Maitra and William D. Sudderth Part III Applications 14 Neuro Dynamic Programming: Overview and Recent Trends 431 Benjamin Van Roy 15 Markov Decision Processes in Finance and Dynamic Options 461 Manfred Schdl 16 Applications of Markov Decision Processes in Communication 489 Networks Eitan Altman 17 Water Reservoir Applications of Markov Decision Processes 537 Bernard F. Lamond and Abdeslem Boukhtouta Index 559
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series International series in operations research & management science
series2 International series in operations research & management science
spelling Handbook of Markov decision processes methods and applications edited by Eugene A. Feinberg, Adam Shwartz
Boston Kluwer Academic Publishers 2002
viii, 565 p. ill. : 25 cm
txt rdacontent
n rdamedia
nc rdacarrier
International series in operations research & management science 40
Includes bibliographical references and index. -Hier auch später erschienene, unveränderte Nachdrucke
Markov, Processus de
Prise de décision (Statistique)
Statistical decision
Markov processes
Markov-Entscheidungsprozess (DE-588)4168927-6 gnd rswk-swf
(DE-588)4143413-4 Aufsatzsammlung gnd-content
Markov-Entscheidungsprozess (DE-588)4168927-6 s
DE-604
Feinberg, Eugene A. Sonstige (DE-588)171321286 oth
Shwartz, Adam 1953- Sonstige (DE-588)128786612 oth
International series in operations research & management science 40 (DE-604)BV011630976 40
http://www.loc.gov/catdir/toc/fy02/2001042288.html Table of Contents
HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009835313&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle Handbook of Markov decision processes methods and applications
International series in operations research & management science
Markov, Processus de
Prise de décision (Statistique)
Statistical decision
Markov processes
Markov-Entscheidungsprozess (DE-588)4168927-6 gnd
subject_GND (DE-588)4168927-6
(DE-588)4143413-4
title Handbook of Markov decision processes methods and applications
title_auth Handbook of Markov decision processes methods and applications
title_exact_search Handbook of Markov decision processes methods and applications
title_full Handbook of Markov decision processes methods and applications edited by Eugene A. Feinberg, Adam Shwartz
title_fullStr Handbook of Markov decision processes methods and applications edited by Eugene A. Feinberg, Adam Shwartz
title_full_unstemmed Handbook of Markov decision processes methods and applications edited by Eugene A. Feinberg, Adam Shwartz
title_short Handbook of Markov decision processes
title_sort handbook of markov decision processes methods and applications
title_sub methods and applications
topic Markov, Processus de
Prise de décision (Statistique)
Statistical decision
Markov processes
Markov-Entscheidungsprozess (DE-588)4168927-6 gnd
topic_facet Markov, Processus de
Prise de décision (Statistique)
Statistical decision
Markov processes
Markov-Entscheidungsprozess
Aufsatzsammlung
url http://www.loc.gov/catdir/toc/fy02/2001042288.html
http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009835313&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link (DE-604)BV011630976
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