Title
LP Formulations of Discrete Time Long-Run Average Optimal Control Problems: The NonErgodic Case
Abstract
We formulate and study the infinite dimensional linear programming (LP) problem associated with the deterministic discrete time long-run average criterion optimal control problem. Along with its dual, this LP problem allows one to characterize the optimal value of the optimal control problem. The novelty of our approach is that we focus on the general case wherein the optimal value may depend on the initial condition of the system.
Year
DOI
Venue
2019
10.1137/18M1229432
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
Keywords
Field
DocType
long-run average optimal control,linear programming,duality,infinite horizon and vanishing discount limits,sufficient/necessary optimality conditions
Mathematical optimization,Optimal control,Duality (optimization),Linear programming,Discrete time and continuous time,Mathematics
Journal
Volume
Issue
ISSN
57
3
0363-0129
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Vivek S. Borkar1974142.14
Gaitsgory, V.2123.64
Ilya Shvartsman313.29