[图书][B] Constrained Markov decision processes

E Altman - 2021 - taylorfrancis.com
This book provides a unified approach for the study of constrained Markov decision
processes with a finite state space and unbounded costs. Unlike the single controller case …

Discrete-time controlled Markov processes with average cost criterion: A survey

A Arapostathis, VS Borkar… - SIAM Journal on Control …, 1993 - SIAM
This work is a survey of the average cost control problem for discrete-time Markov
processes. The authors have attempted to put together a comprehensive account of the …

Multimodularity, convexity, and optimization properties

E Altman, B Gaujal, A Hordijk - Mathematics of Operations …, 2000 - pubsonline.informs.org
In this paper we investigate the properties of multimodular functions. In doing so we give
elementary proofs for properties already established by Hajek and we generalize some of …

[图书][B] Markovian demand inventory models

D Beyer, F Cheng, SP Sethi, M Taksar - 2010 - Springer
Inventory management is among the most important topics in operations management and
operations research. It is perhaps also the earliest, as evidenced by the economic order …

[图书][B] Discrete-event control of stochastic networks: Multimodularity and regularity

E Altman - 2003 - books.google.com
This work has been made possible largely thanks to the kind support of the Van Gogh
project N. 98001" Multimodularity and Control"(French-Dutch scientific cooperation project) …

Average cost optimality in inventory models with Markovian demands

D Beyer, SP Sethi - Journal of Optimization Theory and Applications, 1997 - Springer
This paper is concerned with long-run average cost minimization of a stochastic inventory
problem with Markovian demand, fixed ordering cost, and convex surplus cost. The states of …

[PDF][PDF] Average cost Markov control processes with weighted norms: existence of canonical policies

E Gordienko, O Hernández-Lerma - Applicationes Mathematicae, 1995 - bibliotekanauki.pl
This paper considers discrete-time Markov control processes on Borel spaces, with possibly
unbounded costs, and the long run average cost (AC) criterion. Under appropriate …

Linear programming formulations of deterministic infinite horizon optimal control problems in discrete time

V Gaitsgory, A Parkinson, I Shvartsman - arXiv preprint arXiv:1702.00857, 2017 - arxiv.org
This paper is devoted to a study of infinite horizon optimal control problems with time
discounting and time averaging criteria in discrete time. We establish that these problems …

Uniform value in dynamic programming

J Renault - Journal of the European Mathematical Society, 2010 - ems.press
We consider dynamic programming problems with a large time horizon, and give sufficient
conditions for the existence of the uniform value. As a consequence, we obtain an existence …

Existence of risk-sensitive optimal stationary policies for controlled Markov processes

D Hernández-Hernández, SI Marcus - Applied Mathematics and …, 1999 - Springer
In this paper we are concerned with the existence of optimal stationary policies for infinite-
horizon risk-sensitive Markov control processes with denumerable state space, unbounded …