We propose a simple approach that provides a unified formulation for the pe
rformance sensitivity analysis of Markov chains and Markov decision problem
s with both infinite horizon average-cost and discounted performance criter
ia. (C) 2000 Elsevier Science Ltd. All rights reserved.