A Markov Decision Process formulation for the linear search problem

A Markov Decision Process formulation for the linear search problem

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Article ID: iaor19942416
Country: South Korea
Volume: 19
Issue: 1
Start Page Number: 201
End Page Number: 206
Publication Date: Apr 1994
Journal: Journal of the Korean ORMS Society
Authors: ,
Keywords: search
Abstract:

The linear search problem is concerned with finding a hidden target on the real line R. The position of the target is governed by some probability distribution. It is desired to find the target in the least expected search time. This problem has been formulated as an optimization problem by a number of authors without making use of Markov Decision Processes (MDP) theory. It is the aim of the paper to give an MDP formulation to the search problem which the authors feel is both natural and easy to follow. [In Korean.]

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