Abstract
We introduce the notions of a Gibbs measure with the corresponding potential with association \(I\) (where \(I\) is a subset of the set \(\{ 1,2,...,k\} \)) of a Markov random field with memory \(I\) and measure with association \(I\). It is proved that these three notions are equivalent.
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REFERENCES
C. J. Preston, Gibbs States on Countable Sets, Cambridge Univ. Press, 1974.
T. M. Liggett, Interacting Particle Systems, Springer-Verlag, New York-Berlin-Heidelberg, 1985.
V. A. Malyshev and R. A. Minlos, Gibbs Random Fields [in Russian], Nauka, Moscow, 1985.
Ya. G. Sinai, The Theory of Phase Transitions [in Russian], Nauka, Moscow, 1980.
W. Gibbs, Elementary Principles of Statistical Mechanics, Yale University, 1902.
R. L. Dobrushin, “The description of a random field by means of conditional probabilities and conditions for its regularity,” Teor. Veroyatnost. i Primenen. [Theory Probab. Appl.] (1968), no. 2, 201–229.
F. Spitzer, “Markov random fields and Gibbs ensembles,” Ann. Math. Monthly, 78 (1971), 142–154.
R. L. Dobrushin, “The study of Gibbs states for three-dimensional lattice systems,” Teor. Veroyatnost. i Primenen. [Theory Probab. Appl.], XVIII (1973), no. 2, 261–279.
N. N. Ganikhodzhaev and U. A. Rozikov, “The description of periodic extreme Gibbs measures of certain models on the Cayley tree,” Teoret. Mat. Fiz. [Theoret. and Math. Phys.], 111 (1997), no. 1, 109–117.
U. A. Rozikov, “The structure of partitions of a group representation for the Cayley tree and their applications for describing periodic Gibbs distributions,” Teoret. Mat. Fiz. [Theoret. and Math. Phys.], 112 (1997), no. 1, 170–176.
U. A. Rozikov, “The description of the limit Gibbs measures of certain models on the Bethe lattice,” Sibirsk. Mat. Zh. [Siberian Math. J.], 39 (1998), no. 2, 427–435.
U. A. Rozikov, “The construction of the uncountable number of measures of the inhomogeneous Izing model,” Teoret. Mat. Fiz. [Theoret. and Math. Phys.], 118 (1999), no. 1, 95–104.
N. N. Ganikhodzhaev and U. A. Rozikov, “On unordered phases of certain models on the Cayley tree,” Mat. Sb. [Russian Acad. Sci. Sb. Math.], 190 (1999), no. 2, 31–42.
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Rakhmatullaev, A.M., Rozikov, U.A. Gibbs Measures and Markov Random Fields with Association \(I \) . Mathematical Notes 72, 83–89 (2002). https://doi.org/10.1023/A:1019821222202
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DOI: https://doi.org/10.1023/A:1019821222202