Stability estimating in optimal stopping problem

被引:0
|
作者
Zaitseva, Elena [1 ]
机构
[1] Univ Autonoma Metropolitana, Unidad Iztapalapa, Mexico City 09340, DF, Mexico
关键词
discrete-time Markov process; optimal stopping rule; stability index; total variation metric; contractive operator; optimal asset selling;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the optimal stopping problem for a discrete-time Markov process on a Borel state space X. It is supposed that an unknown transition probability p(.vertical bar x), x is an element of X, is approximated by the transition probability (p) over tilde (.vertical bar x), x is an element of X, and the stopping rule (tau) over tilde*, optimal for (p) over tilde, is applied to the process governed by p. We found an upper bound for the difference between the total expected cost, resulting when applying (tau) over tilde*, and the minimal total expected cost. The bound given is a constant times sup(x is an element of X) parallel to p(.vertical bar x) - (p) over tilde(.vertical bar x)parallel to where parallel to . parallel to is the total variation norm.
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页码:400 / 415
页数:16
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