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A class of branching processes on a lattice with interactions

Published online by Cambridge University Press:  01 July 2016

Klaus Schürger*
Affiliation:
German Cancer Research Centre

Abstract

In this paper, a very general class of branching processes on the d-dimensional square lattice is studied. It is assumed that the division rates as well as the spatial distribution of offspring are configuration-dependent. The main interest of this paper is in the asymptotic geometrical behaviour of such processes. Utilizing techniques mainly due to Richardson [28], we derive conditions which are necessary and sufficient for such branching processes to have the following property: there exists a norm N(·) on Rd such that, for all 0 < < 1, we have that almost surely for all sufficiently large t, all sites in the N-ball of radius (1 – )t are contained in (the set of sites occupied at time t) and is contained in the set of all sites in the N-ball of radius (1 + )t (given that the process starts with finitely many particles).

Type
Research Article
Copyright
Copyright © Applied Probability Trust 1981 

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References

[1] Biggins, J. D. (1978) The asymptotic shape of the branching random walk. Adv. Appl. Prob. 10, 6284.Google Scholar
[2] Biggins, J. D. (1979) Spatial spread in branching processes. Submitted for publication.Google Scholar
[3] Blumenthal, R. M. and Getoor, R. K. (1968) Markov Processes and Potential Theory. Academic Press, New York.Google Scholar
[4] Bramson, M. and Griffeath, D. (1979) On the Williams–Bjerknes tumour growth model. I. Ann. Prob. To appear.Google Scholar
[5] Bramson, M. and Griffeath, D. (1979) On the Williams–Bjerknes tumour growth model. II. Math. Proc. Camb. Phil. Soc. To appear.Google Scholar
[6] Clifford, P. and Sudbury, A. (1973) A model for spatial conflict. Biometrika 60, 581588.Google Scholar
[7] Cox, J. T. and Durrett, R. (1979) Some limit theorems for percolation processes with necessary and sufficient conditions. Ann. Prob. To appear.Google Scholar
[8] Dieudonné, J. (1970) Treatise on Analysis, Vol. 2. Academic Press, New York.Google Scholar
[9] Dunford, N. and Schwartz, J. T. (1964) Linear Operators. I: General Theory. Interscience, New York.Google Scholar
[10] Dynkin, E. B. (1965) Markov Processes, Vol. 1. Springer-Verlag, Berlin.Google Scholar
[11] Eden, M. (1961) A two-dimensional growth process. Proc. 4th Berkeley Symp. Math. Statist. Prob. 4, 223239.Google Scholar
[12] Gray, L. and Griffeath, D. (1977) On the uniqueness and nonuniqueness of proximity processes. Ann. Prob. 5, 678692.Google Scholar
[13] Griffeath, D. (1979) Additive and Cancellative Interacting Particle Systems. Lecture Notes in Mathematics 724, Springer-Verlag, Berlin.Google Scholar
[14] Hammersley, J. M. (1962) Generalization of the fundamental theorem on subadditive functions. Proc. Camb. Phil. Soc. 58, 235238.Google Scholar
[15] Hammersley, J. M. (1966) First-passage percolation. J. R. Statist. Soc. B 28, 491496.Google Scholar
[16] Hammersley, J. M. (1974) Postulates for subadditive processes. Ann. Prob. 2, 652680.Google Scholar
[17] Harris, T. E. (1974) Contact interactions on a lattice. Ann. Prob. 2, 969988.Google Scholar
[18] Harris, T. E. (1977) A correlation inequality for Markov processes in partially ordered state spaces. Ann. Prob. 5, 451454.CrossRefGoogle Scholar
[19] Holley, R. A. and Liggett, T. M. (1975) Ergodic theorems for weakly interacting infinite systems and the voter model. Ann. Prob. 3, 643663.CrossRefGoogle Scholar
[20] Kelly, F. P. (1977) The asymptotic behaviour of an invasion process. J. Appl. Prob. 14, 584590.Google Scholar
[21] Kesten, H. (1973) Contribution to the discussion in [22], p. 903.Google Scholar
[22] Kingman, J. F. C. (1973) Subadditive ergodic theory. Ann. Prob. 1, 883909.CrossRefGoogle Scholar
[23] Kurtz, T. G. (1969) Extensions of Trotter's operator semigroup approximation theorems. J. Functional Anal. 3, 354375.Google Scholar
[24] Liggett, T. M. (1972) Existence theorems for infinite particle systems. Trans. Amer. Math. Soc. 165, 471481.Google Scholar
[25] Liggett, T. M. (1977) The stochastic evolution of infinite systems of interacting particles. In Lecture Notes in Mathematics 598, Springer-Verlag, Berlin, 187248.Google Scholar
[26] Loève, M. (1963) Probability Theory 3rd edn. Van Nostrand, Princeton, N.J. Google Scholar
[27] Lumer, G. and Phillips, R. S. (1961) Dissipative operators in a Banach space. Pacific J. Math. 11, 679698.CrossRefGoogle Scholar
[28] Richardson, D. (1973) Random growth in a tessellation. Proc. Camb. Phil. Soc. 74, 515528.CrossRefGoogle Scholar
[29] Schürger, K. (1979) On the asymptotic geometrical behaviour of a class of contact interaction processes with a monotone infection rate. Z. Wahrscheinlichkeitsth. 48, 3548.Google Scholar
[30] Schürger, K. (1980) On the asymptotic geometrical behaviour of percolation processes. J. Appl. Prob. 17, 385402.CrossRefGoogle Scholar
[31] Schürger, K. and Tautu, P. (1976) A Markovian configuration model for carcinogenesis. In Mathematical Models in Medicine. Lecture Notes in Biomathematics 11, Springer-Verlag, Berlin, 92108.CrossRefGoogle Scholar
[32] Schwartz, D. (1977) Applications of duality to a class of Markov processes. Ann. Prob. 5, 522532.Google Scholar
[33] Schwöbel, W., Geidel, H. and Lorenz, R. J. (1966) Ein Modell der Plaquebildung. Z. Naturforsch. 21, 953959.Google Scholar
[34] Smythe, R. T. and Wierman, J. C. (1978) First-Passage Percolation on the Square Lattice. Lecture Notes in Mathematics 671, Springer-Verlag, Berlin.Google Scholar
[35] Sudbury, A. (1976) The size of the region occupied by one type in an invasion process. J. Appl. Prob. 13, 355356.Google Scholar
[36] Sullivan, W. G. (1975) Markov Processes for Random Fields. Comm. Dublin Inst. Adv. Studies Ser. A, No. 23.Google Scholar
[37] Williams, T. and Bjerknes, R. (1971) Hyperplasia: the spread of abnormal cells through a plane lattice. Adv. Appl. Prob. 3, 210211.Google Scholar
[38] Williams, T. and Bjerknes, R. (1972) Stochastic model for abnormal clone spread through epithelial basal layer. Nature (London) 236, 1921.Google Scholar