Abstract
We consider contact processes on locally compact separable metric spaces with birth and death rates that are heterogeneous in space. We formulate conditions on the rates that ensure the existence of invariant measures of contact processes. One of the crucial conditions is the so-called critical regime condition. To prove the existence of invariant measures, we use the approach proposed in our preceding paper. We discuss in detail the multi-species contact model with a compact space of marks (species) in which both birth and death rates depend on the marks.
References
Harris, T.E., Contact Interactions on a Lattice, Ann. Probab., 1974, vol. 2, no. 6, pp. 969–988. https://doi.org/10.1214/aop/1176996493
Holley, R. and Liggett, T.M., The Survival of Contact Processes, Ann. Probab., 1978, vol. 6, no. 2, pp. 198–206. https://doi.org/10.1214/aop/1176995567
Liggett, T.M., Interacting Particle Systems, New York: Springer-Verlag, 1985.
Kondratiev, Yu., Kutoviy, O., and Pirogov, S., Correlation Functions and Invariant Measures in Continuous Contact Model, Infin. Dimens. Anal. Quantum Probab. Relat. Top., 2008, vol. 11, no. 2, pp. 231–258. https://doi.org/10.1142/S0219025708003038
Kondratiev, Yu.G., Kutoviy, O.V., Pirogov, S.A., and Zhizhina, E., Invariant Measures for Spatial Contact Model in Small Dimensions, Markov Process. Related Fields, 2021, vol. 27, no. 3, pp. 413–438. https://math-mprf.org/journal/articles/id1616
Kondratiev, Yu. and Skorokhod, A., On Contact Processes in Continuum, Infin. Dimens. Anal. Quantum Probab. Relat. Top., 2006, vol. 9, no. 2, pp. 187–198. https://doi.org/10.1142/S0219025706002305
Kondratiev, Yu., Pirogov, S., and Zhizhina, E., A Quasispecies Continuous Contact Model in a Critical Regime, J. Stat. Phys., 2016, vol. 163, no. 2, pp. 357–373. https://doi.org/10.1007/s10955-016-1480-5
Pirogov, S. and Zhizhina, E., A Quasispecies Continuous Contact Model in a Subcritical Regime, Moscow Math. J., 2019, vol. 19, no. 1, pp. 121–132. https://doi.org/10.17323/1609-4514-2019-19-1-121-132
Nowak, M., What Is a Quasispecies?, Trends Ecol. Evol., 1992, vol. 7, no. 4, pp. 118–121. https://doi.org/10.1016/0169-5347(92)90145-2
Pirogov, S. and Zhizhina, E., Contact Processes on General Spaces. Models on Graphs and on Manifolds, Electron. J. Probab., 2022, vol. 27, Article no. 41 (14 pp.). https://doi.org/10.1214/22-EJP765
Ruelle, D., Statistical Mechanics: Rigorous Results, New York: Benjamin, 1969.
Lenard, A., Correlation Functions and the Uniqueness of the State in Classical Statistical Mechanics, Commun. Math. Phys., 1973, vol. 30, no. 1, pp. 35–44. https://doi.org/10.1007/BF01646686
Lenard, A., States of Classical Statistical Mechanical Systems of Infinitely Many Particles. II. Characterization of Correlation Measures, Arch. Rational Mech. Anal., 1975, vol. 59, no. 3, pp. 241–256. https://doi.org/10.1007/BF00251602
Petrov, V.V., Limit Theorems of Probability Theory: Sequences of Independent Random Variables, Oxford: Clarendon; New York: Oxford Univ. Press, 1995.
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Translated from Problemy Peredachi Informatsii, 2023, Vol. 59, No. 2, pp. 63–82. https://doi.org/10.31857/S0555292323020055
Dedicated to Vadim Alexandrovich Malyshev, a great mathematician, who clearly saw mathematics in biology
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Zhizhina, E.A., Pirogov, S.A. Invariant Measures for Contact Processes with State-Dependent Birth and Death Rates. Probl Inf Transm 59, 128–145 (2023). https://doi.org/10.1134/S0032946023020059
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DOI: https://doi.org/10.1134/S0032946023020059