Gibbs measures and Markov random fields with association. I (Q1810166)
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scientific article; zbMATH DE number 1928265
| Language | Label | Description | Also known as |
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| English | Gibbs measures and Markov random fields with association. I |
scientific article; zbMATH DE number 1928265 |
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Gibbs measures and Markov random fields with association. I (English)
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15 June 2003
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In [``Gibbs states on countable sets'' (1974; Zbl 0297.60054)] \textit{C. J. Preston} introduced the notions of a Gibbs state with potential of the nearest neighbor, of a Markov random field, and of the state of the nearest neighbor on a finite graph, and he proved that these three definitions are equivalent. In the present paper the notions of Gibbs measure with corresponding potential with association \(I\) (where \(I\) is a subset of the set \(\{1,2,\dots,k\}\)) of a Markov random field with memory \(I\) and measure with association \(I\) are introduced. It is proven that these three notions are equivalent.
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Gibbs measure
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Markov random field
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finite graph
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