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NEW Discrete-Time Markov Control Processes by J.-b. Lasserre BOOK (Hardback)

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Item specifics

Condition:
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the seller's ... Read moreabout the condition
Author:

J.-B. Lasserre, Onesimo Hernandez-Lerma

Language:

English

Subject:

Mathematics & Sciences

ISBN:

9780387945798

Subject 2:

Mathematics

ISBN-13:

9780387945798

Publication Year:

01/12/1995

Synopsis:

This book provides a unified, comprehensive...

Format:

Hardback

Dimensions:

234x156x14mm

Series:

Stochastic Modelling and Applied Probability

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Detailed item information

Description
This text provides a unified treatment of some recent theoretical developments on Markov control processes. Interest is mainly confined to MCPs with Borel state and control spaces, and possibly unbound costs and non-compact control constraint sets.

Key Features
Author(s)J.-B. Lasserre, Onesimo Hernandez-Lerma
PublisherSpringer-Verlag New York Inc.
Date of Publication01/12/1995
Language(s)English
FormatHardback
ISBN-100387945792
ISBN-139780387945798
GenreMathematics
Series TitleStochastic Modelling and Applied Probability
Series Part/Volume Numberv. 30

Publication Data
Place of PublicationNew York, NY
Country of PublicationUnited States
ImprintSpringer-Verlag New York Inc.
Content Notebiography

Dimensions
Weight509 g
Width156 mm
Height234 mm
Spine14 mm
Pagination230

Editorial Details
Format DetailsLaminated cover

Description
Table Of Contents1 Introduction and Summary.- 1.1 Introduction.- 1.2 Markov control processes.- 1.3 Preliminary examples.- 1.4 Summary of the following chapters.- 2 Markov Control Processes.- 2.1 Introduction.- 2.2 Markov control processes.- 2.3 Markov policies and the Markov property.- 3 Finite-Horizon Problems.- 3.1 Introduction.- 3.2 Dynamic programming.- 3.3 The measurable selection condition.- 3.4 Variants of the DP equation.- 3.5 LQ problems.- 3.6 A consumption-investment problem.- 3.7 An inventory-production system.- 4 Infinite-Horizon Discounted-Cost Problems.- 4.1 Introduction.- 4.2 The discounted-cost optimality equation.- 4.3 Complements to the DCOE.- 4.4 Policy iteration and other approximations.- 4.5 Further optimality criteria.- 4.6 Asymptotic discount optimality.- 4.7 The discounted LQ problem.- 4.8 Concluding remarks.- 5 Long-Run Average-Cost Problems.- 5.1 Introduction.- 5.2 Canonical triplets.- 5.3 The vanishing discount approach.- 5.4 The average-cost optimality inequality.- 5.5 The average-cost optimality equation.- 5.6 Value iteration.- 5.7 Other optimality results.- 5.8 Concluding remarks.- 6 The Linear Programming Formulation.- 6.1 Introduction.- 6.2 Infinite-dimensional linear programming.- 6.3 Discounted cost.- 6.4 Average cost: preliminaries.- 6.5 Average cost: solvability.- 6.6 Further remarks.- Appendix A Miscellaneous Results.- Appendix B Conditional Expectation.- Appendix C Stochastic Kernels.- Appendix D Multifunctions and Selectors.- Appendix E Convergence of Probability Measures.- References.

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Discrete-Time Markov Control Processes Hardback by J.-b. Lasserre, Onesimo Hernandez-Lerma, J.-b. Lasserre, Onesimo Hernandez-Lerma and Onesimo Hernandez-Lerma book cover | Buy Discrete-Time Markov Control Processes from the Supanews UK - Production site bookstore'

Discrete-Time Markov Control Processes

J.-b. Lasserre, Onesimo Hernandez-Lerma, J.-b. Lasserre, Onesimo Hernandez-Lerma and Onesimo Hernandez-Lerma


  • Format: Hardback
  • Condition: Brand New

This text provides a unified treatment of some recent theoretical developments on Markov control processes. Interest is mainly confined to MCPs with Borel state and control spaces, and possibly unbound costs and non-compact control constraint sets...

Discrete-Time Markov Control Processes

Synopsis

This book provides a unified, comprehensive treatment of some recent theoretical developments on Markov control processes. Interest is mainly confined to MCPs with Borel state and control spaces, and possibly unbounded costs and non-compact control constraint sets. The control model studied is sufficiently general to include virtually all the usual discrete-time stochastic control models that appear in applications to engineering, economics, mathematical population processes, operations research, and management science. Much of the material appears for the first time in book form.

Product Details

SKU:
376853
ISBN:
9780387945798
Format:
Hardback
Category:
Probability & Statistics
Publication Date:
1995-12-01
Publisher:
Springer-Verlag New York Inc.
ISBN:
9780387945798
Number Of Pages:
230
Country Of Origin:
United States
Illustrations:
black & white illustrations
Series:
Stochastic Modelling and Applied Probability
Dimensions:
234x156x14mm
Weight:
509

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