DocumentCode :
552529
Title :
An optimal stopping problem on the finite-step simple random walk with absorbent boundaries
Author :
Fu, Jun-li ; Han, Wen-xing ; Zhang, Bo
Author_Institution :
Dept. of Sci., Hebei Agric. Univ., Baoding, China
Volume :
2
fYear :
2011
fDate :
10-13 July 2011
Firstpage :
819
Lastpage :
823
Abstract :
This paper proposes a model of finite-step simple random walk with absorbent boundaries. We address a problem of optimal stop for this model, which is defined as the absorbent boundary value with maximum profit. Compared with many existing optimal stopping investigations in the random process, the optimal stopping time is given based on the classical probability computation within finite steps which is more easier to comprehend. The result obtained in this paper may provide some useful guidelines for real applications associated with the finite-step simple random walk such as stock market and gambling game.
Keywords :
random processes; statistical analysis; absorbent boundary value; classical probability computation; finite-step simple random walk; gambling game; maximum profit; optimal stopping investigations; optimal stopping problem; optimal stopping time; stock market; Cybernetics; Educational institutions; Games; Machine learning; Mathematical model; Random processes; Random variables; Absorbent boundaries; Simple random walk; The optimal stopping time of random walk;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
ISSN :
2160-133X
Print_ISBN :
978-1-4577-0305-8
Type :
conf
DOI :
10.1109/ICMLC.2011.6016827
Filename :
6016827
Link To Document :
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