Game theoretic analysis for an optimal stopping problem by means of moments of a distribution function

Game theoretic analysis for an optimal stopping problem by means of moments of a distribution function

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Article ID: iaor19932349
Country: Japan
Volume: 35
Issue: 1
Start Page Number: 1
End Page Number: 14
Publication Date: Mar 1992
Journal: Journal of the Operations Research Society of Japan
Authors:
Keywords: optimization, statistics: decision
Abstract:

Let equ1be mutually independent random variables with a common cdf F, which is unknown but belongs to some class equ2of cdf's. The class equ3is the set of all cdf's whose mean, variance and domain are equ4, and equ5respectively. It is assumed that they are known. Under an observation cost c, equ6, the paper considers a stopping problem equ7as a two-person zero-sum game in which the player 1 decides his stopping set equ8, and the player 2 chooses her cdf F in equ9equ10. The paper analyzes the upper bound problem equ11and the game problem equ12to derive a simple and meaningful solution with the parameters c, μ, σ and M.

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