Skip to main content
Log in

Positive Discrete Spectrum of the Evolutionary Operator of Supercritical Branching Walks with Heavy Tails

  • Published:
Methodology and Computing in Applied Probability Aims and scope Submit manuscript

Abstract

We consider a continuous-time symmetric supercritical branching random walk on a multidimensional lattice with a finite set of the particle generation centres, i.e. branching sources. The main object of study is the evolutionary operator for the mean number of particles both at an arbitrary point and on the entire lattice. The existence of positive eigenvalues in the spectrum of an evolutionary operator results in an exponential growth of the number of particles in branching random walks, called supercritical in the such case. For supercritical branching random walks, it is shown that the amount of positive eigenvalues of the evolutionary operator, counting their multiplicity, does not exceed the amount of branching sources on the lattice, while the maximal of these eigenvalues is always simple. We demonstrate that the appearance of multiple lower eigenvalues in the spectrum of the evolutionary operator can be caused by a kind of ‘symmetry’ in the spatial configuration of branching sources. The presented results are based on Green’s function representation of transition probabilities of an underlying random walk and cover not only the case of the finite variance of jumps but also a less studied case of infinite variance of jumps.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Albeverio S, Bogachev LV (2000) Branching random walk in a catalytic medium. I. Basic equations. Positivity 4(1):41–100. doi:10.1023/A:1009818620550

    Article  MathSciNet  MATH  Google Scholar 

  • Albeverio S, Bogachev LV, Yarovaya EB (1998) Asymptotics of branching symmetric random walk on the lattice with a single source. C R Acad Sci Paris Sér I Math 326(8):975–980. doi:10.1016/S0764-4442(98)80125-0

    Article  MathSciNet  MATH  Google Scholar 

  • Antonenko EA, Yarovaya EB (2015) Raspolozhenie polozhitel’nyh sobstvennyh znachenij v spektre jevoljucionnogo operatora v vetvjashhemsja sluchajnom bluzhdanii. In: Sovremennye problemy matematiki i mekhaniki, Teorija verojatnostej i matematicheskaja statistika, vol 10. Moscow State University, Moscow, pp 9–22, in Russian

  • Arazy J, Zelenko L (1999) Finite-dimensional perturbations of self-adjoint operators. Integr Equ Oper Theory 34(2):127–164. doi:10.1007/BF01236469

    Article  MathSciNet  MATH  Google Scholar 

  • Bessonov M, Molchanov S, Whitmeyer J (2014) A mean field approximation of the Bolker-Pacala population model. Markov Process Relat Fields 20(2):329–348

    MathSciNet  MATH  Google Scholar 

  • Bogachev LV, Yarovaya EB (1998) A limit theorem for a supercritical branching random walk on Z d with a single source. Russ Math Surv 53(5):1086–1088. doi:10.1070/rm1998v053n05ABEH000077

    Article  MATH  Google Scholar 

  • Clauset A (2011) Random walk models of evolution. http://tuvalu.santafe.edu/~aaronc/courses/7000/csci7000-001_2011_L8-9.pdf, Inference, Models and Simulation for Complex Systems, Lectures 8 and 9, CSCI 7000-001, 22 and 27 September 2011

  • Cranston M, Koralov L, Molchanov S, Vainberg B (2009) Continuous model for homopolymers. J Funct Anal 256(8):2656–2696

    Article  MathSciNet  MATH  Google Scholar 

  • Daletski YL, Krein GM (1970) Ustoichivost reshenii differentsialnykh uravnenii v banakhovom prostranstve. Izdat. “Nauka”, Moscow, Nonlinear Analysis and its Applications Series, in Russian

  • Gikhman II, Skorokhod AV (2004) The theory of stochastic processes. II. Classics in Mathematics. Springer, Berlin, translated from the Russian by S. Kotz, Reprint of the 1975 edition

  • Horn RA, Johnson CR (1985) Matrix analysis. Cambridge University Press, Cambridge

    Book  MATH  Google Scholar 

  • Kato T (1957) On finite-dimensional perturbations of self-adjoint operators. J Math Soc Jpn 9:239–249

    Article  MathSciNet  MATH  Google Scholar 

  • Kato T (1966) Perturbation theory for linear operators. Die Grundlehren der mathematischen Wissenschaften, Band 132. Springer, New York

    Google Scholar 

  • Kimmel M, Axelrod DE (2002) Branching processes in biology, Interdisciplinary Applied Mathematics, vol 19. Springer, New York

    MATH  Google Scholar 

  • Kozyakin VS (2015) On the asymptotics of cosine series in several variables with power coefficients. J Commun Technol Electron 60(12):1441–1444. doi:10.1134/S1064226915120165

    Article  Google Scholar 

  • Kuroda ST (1963) Finite-dimensional perturbation and a representaion of scattering operator. Pac J Math 13:1305–1318

    Article  MathSciNet  MATH  Google Scholar 

  • Molchanov SA, Yarovaya EB (2012a) Branching processes with lattice spatial dynamics and a finite set of particle generation centers. Dokl Math 86(2):638–641. doi:10.1134/S1064562412040278

    Article  MathSciNet  MATH  Google Scholar 

  • Molchanov SA, Yarovaya EB (2012b) The population structure inside the propagation front of a branching random walk with a finite number of particle generation centers. Dokl Math 86(3):787–790. doi:10.1134/S1064562412060178

    Article  MathSciNet  MATH  Google Scholar 

  • Sadovnichiı̆ VA, Lyubishkin VA (1986) Finite-dimensional perturbations of discrete operators and trace formulas. Funkt Anal Prilozhen 20(3):55–65, 96

    MathSciNet  Google Scholar 

  • Shohat JA, Tamarkin JD (1943) The problem of moments. Amer. Math. Soc., New York

    Book  MATH  Google Scholar 

  • Vatutin VA, Topchiı̆ VA, Yarovaya EB (2003) Catalytic branching random walks and queueing systems with a random number of independent servers. Teor Ĭmovı̄r Mat Stat (69):1–15

  • Yarovaya EB (2007) Branching random walks in a heterogeneous environment. Center of Applied Investigations of the Faculty of Mechanics and Mathematics of the Moscow State University, Moscow, in Russian

    Google Scholar 

  • Yarovaya EB (2009) Ob issledovanii vetvjashchikhsja sluchajnykh bluzhdanij po mnogomernym reshetkam. Sovremennye problemy matematiki i mekhaniki, Teorija verojatnostej i matematicheskaja statistika, vol 4. Moscow State University, Moscow, pp 119–136, in Russian

    Google Scholar 

  • Yarovaya EB (2010) Criteria for the exponential growth of the number of particles in models of branching random walks. Teor Veroyatn Primen 55(4):705–731. doi:10.1137/S0040585X97985091

    Article  MathSciNet  Google Scholar 

  • Yarovaya EB (2011) Supercritical branching random walks with a single source. Commun Stat Theory Methods 40(16):2926–2945. doi:10.1080/03610926.2011.562779

    Article  MathSciNet  MATH  Google Scholar 

  • Yarovaya EB (2012) Spectral properties of evolutionary operators in branching random walk models. Math Notes 92(1):115–131

    Article  MathSciNet  MATH  Google Scholar 

  • Yarovaya E (2013a) Branching random walks with heavy tails. Commun Stat Theory Methods 42(16):3001–3010. doi:10.1080/03610926.2012.703282

    Article  MathSciNet  MATH  Google Scholar 

  • Yarovaya EB (2013b) Branching random walks with several sources. Math Popul Stud 20(1):14–26

    Article  MathSciNet  Google Scholar 

  • Yarovaya EB (2014) Criteria for transient behavior of symmetric branching random walks on Z and Z 2. In: Girardin V, Skiadas C H, Bozeman J R (eds) New perspectives on stochastic modeling and data analysis, chap 6. ISAST, Athens, pp 283–294

    Google Scholar 

  • Yarovaya EB (2015) The structure of the positive discrete spectrum of the evolution operator arising in branching random walks. Dokl Math 92(1):507–510. doi:10.1134/S1064562415040316

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to E. Yarovaya.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yarovaya, E. Positive Discrete Spectrum of the Evolutionary Operator of Supercritical Branching Walks with Heavy Tails. Methodol Comput Appl Probab 19, 1151–1167 (2017). https://doi.org/10.1007/s11009-016-9492-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11009-016-9492-9

Keywords

Mathematics Subject Classification (2010)

Navigation