Advanced Simulation-Based Methods for Optimal Stopping and Control by Denis Belomestny & John Schoenmakers
Author:Denis Belomestny & John Schoenmakers
Language: eng
Format: epub
Publisher: Palgrave Macmillan UK, London
(10.9)
with the convention that for , , and for , .
Proposition 90
We have the following Bellman type reduction principle
(10.10)
Proof
This can be proved straightforwardly by induction.
This proposition may also be considered as a discrete time version of a related continuous time result in the setting of [72]. Thanks to Proposition 90 and standard results on single stopping problems we observe that a family of optimal stopping times for (10.8) is given recursively by
for
Remark 91
The following slight generalization of a Doob martingale will be useful later on. We say that a martingale is a Doob martingale of whenever there exists a predictable process such that is -measurable for any . In particular, for any two Doob martingales and of it holds
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