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A probabilistic search algorithm for finding suboptimal branchings in mutually exclusive hypothesis graph

Article type: Other

Authors: Davydov, M.V.

Affiliations: L'viv Polytechnic National University, 12 Bandery Street, L'viv, Ukraine. E-mail: maks.davydov@gmail.com

Keywords: Mutually exclusive hypothesis graph, Edmonds'algorithm, suboptimal branching

DOI: 10.3233/KES-140302

Journal: International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 18, no. 4, pp. 247-253, 2014

Published: 12 November 2014
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Abstract

The concept of mutually exclusive hypothesis graph (MEHG) is introduced and NP-completeness of several problems on MEHG is proved. A probabilistic search algorithm is proposed for finding suboptimal branchings in such graphs and its performance is evaluated for graphs with uniform and exponential weight distribution.

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