عنوان

Further Topics on Discrete-Time Markov Control Processes

(Number (ISBN

9781461205616

(Number (ISBN

9781461268185

Number

b402691

Title Proper

Further Topics on Discrete-Time Markov Control Processes

General Material Designation

[Book]

First Statement of Responsibility

by Onésimo Hernández-Lerma, Jean Bernard Lasserre.

Place of Publication, Distribution, etc.

New York, NY :

Name of Publisher, Distributor, etc.

Imprint: Springer,

Date of Publication, Distribution, etc.

1999.

Series Title

Applications of Mathematics, Stochastic Modelling and Applied Probability,

Volume Designation

42

ISSN of Series

0172-4568 ;

Text of Note

7 Ergodicity and Poisson's Equation -- 7.1 Introduction -- 7.2 Weighted norms and signed kernels -- 7.3 Recurrence concepts -- 7.4 Examples on w-geometric ergodicity -- 7.5 Poisson's equation -- 8 Discounted Dynamic Programming with Weighted Norms -- 8.1 Introduction -- 8.2 The control model and control policies -- 8.3 The optimality equation -- 8.4 Further analysis of value iteration -- 8.5 The weakly continuous case -- 8.6 Examples -- 8.7 Further remarks -- 9 The Expected Total Cost Criterion -- 9.1 Introduction -- 9.2 Preliminaries -- 9.3 The expected total cost -- 9.4 Occupation measures -- 9.5 The optimality equation -- 9.6 The transient case -- 10 Undiscounted Cost Criteria -- 10.1 Introduction -- 10.2 Preliminaries -- 10.3 From AC-optimality to undiscounted criteria -- 10.4 Proof of Theorem 10.3.1 -- 10.5 Proof of Theorem 10.3.6 -- 10.6 Proof of Theorem 10.3.7 -- 10.7 Proof of Theorem 10.3.10 -- 10.8 Proof of Theorem 10.3.11 -- 10.9 Examples -- 11 Sample Path Average Cost -- 11.1 Introduction -- 11.2 Preliminaries -- 11.3 The w-geometrically ergodic case -- 11.4 Strictly unbounded costs -- 11.5 Examples -- 12 The Linear Programming Approach -- 12.1 Introduction -- 12.2 Preliminaries -- 12.3 Linear programs for the AC problem -- 12.4 Approximating sequences and strong duality -- 12.5 Finite LP approximations -- 12.6 Proof of Theorems 12.5.3, 12.5.5, 12.5.7 -- References -- Abbreviations -- Glossary of notation.

0

Text of Note

This book presents the second part of a two-volume series devoted to a sys tematic exposition of some recent developments in the theory of discrete time Markov control processes (MCPs). As in the first part, hereafter re ferred to as "Volume I" (see Hernandez-Lerma and Lasserre [1]), interest is mainly confined to MCPs with Borel state and control spaces, and possibly unbounded costs. However, an important feature of the present volume is that it is essentially self-contained and can be read independently of Volume I. The reason for this independence is that even though both volumes deal with similar classes of MCPs, the assumptions on the control models are usually different. For instance, Volume I deals only with nonnegative cost per-stage functions, whereas in the present volume we allow cost functions to take positive or negative values, as needed in some applications. Thus, many results in Volume Ion, say, discounted or average cost problems are not applicable to the models considered here. On the other hand, we now consider control models that typically re quire more restrictive classes of control-constraint sets and/or transition laws. This loss of generality is, of course, deliberate because it allows us to obtain more "precise" results. For example, in a very general context, in {sect}4.

International Standard Book Number

9781461268185

Title

Springer eBooks

Distribution (Probability theory).

Mathematics.

Hernández-Lerma, O., (Onésimo)

Lasserre, Jean Bernard.

SpringerLink (Online service)

Date of Transaction

20190301082300.0

Electronic name

[Book]

Y