DocumentCode
3008433
Title
Monotone mappings in dynamic programming
Author
Bertsekas, D.P.
Author_Institution
University of Illinois at Urbana-Champaign, Urbana, Illinois
fYear
1975
fDate
10-12 Dec. 1975
Firstpage
20
Lastpage
25
Abstract
In this paper we consider a class of monotone mappings underlying many sequential optimization problems over a finite or infinite horizon which are of interest in applications. This class of problems Includes deterministic and stochastic optimal control problems, minimax control problems, Semi-Markov Decision problems and others. We prove some fixed point properties of the optimal value function and we analyze the convergence properties of a related generalized Dynamic Programming algorithm. We also give a sufficient condition for convergence, which is widely applicable and considerably strengthens known related results.
Keywords
Algorithm design and analysis; Convergence; Dynamic programming; Heuristic algorithms; Optimal control;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control including the 14th Symposium on Adaptive Processes, 1975 IEEE Conference on
Conference_Location
Houston, TX, USA
Type
conf
DOI
10.1109/CDC.1975.270641
Filename
4045368
Link To Document