Path constrained search problem with reward criterion

Path constrained search problem with reward criterion

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Article ID: iaor19961766
Country: Japan
Volume: 38
Issue: 2
Start Page Number: 254
End Page Number: 264
Publication Date: Jun 1995
Journal: Journal of the Operations Research Society of Japan
Authors: ,
Keywords: search, military & defence, optimization, programming: integer
Abstract:

A target is moving on a finite number of cells in discrete time. Knowing the probabilities of the target’s path selection, a searcher is searching for the target in this search space with constraints that they can move from cell i to one of the adjacent cells. They gain a value V(t) on the detection of the target at time t but expends cost co(i,t) for the search in cell i at t. In this paper, the authors propose a method to find an optimal path for the searcher, which maximizes the expected reward defined as the expected value minus the expected cost. They use a branch and bound procedure with an upper bound estimation given by solving the problem relaxed in continuous search effort.

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