SIAM Journal on Control and Optimization, Vol.55, No.1, 94-118, 2017
EXISTENCE, CHARACTERIZATION, AND APPROXIMATION IN THE GENERALIZED MONOTONE-FOLLOWER PROBLEM
We revisit the classical monotone-follower problem and consider it in a generalized formulation. Our approach is based on a compactness substitute for nondecreasing processes, the Meyer-Zheng weak convergence, and the maximum principle of Pontryagin. It establishes existence under weak conditions, produces general approximation results, and further elucidates the celebrated connection between singular stochastic control and stopping.
Keywords:maximum principle;Meyer-Zheng convergence;monotone-follower problem;optimal stochastic control;optimal stopping;singular control