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Markov chains, Hamiltonian cycles and volumes of convex bodies

Vivek Borkar () and Jerzy Filar ()

Journal of Global Optimization, 2013, vol. 55, issue 3, 633-639

Abstract: In this note the Hamiltonian cycle problem is mapped into an infinite horizon discounted cost constrained Markov decision problem. The occupation measure based linear polytope associated with this control problem defines a convex set which either strictly contains or is equal to another convex set, depending on whether the underlying graph has a Hamiltonian cycle or not. This allows us to distinguish Hamiltonian graphs from non-Hamiltonian graphs by comparing volumes of two convex sets. Copyright Springer Science+Business Media, LLC. 2013

Keywords: Hamiltonian cycle problem; Markov decision process; Discounted cost; Volumes of convex sets; Uniform sampling (search for similar items in EconPapers)
Date: 2013
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DOI: 10.1007/s10898-011-9819-6

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