Altman, Eitan - In: Mathematical Methods of Operations Research 48 (1998) 3, pp. 387-417
The aim of this paper is to investigate the Lagrangian approach and a related Linear Programming (LP) that appear in constrained Markov decision processes (CMDPs) with a countable state space and total expected cost criteria (of which the expected discounted cost is a special case). We consider...