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

被引:10
作者
Yarovaya, E. [1 ,2 ]
机构
[1] Lomonosov Moscow State Univ, Fac Mech & Math, Dept Probabil Theory, Main Bldg, Moscow, Russia
[2] Russian Acad Sci, Steklov Math Inst, Gubkina 8, Moscow, Russia
基金
俄罗斯科学基金会;
关键词
Symmetric branching random walks; Heavy tails; Evolutionary operator; Discrete spectrum; Green function; SINGLE-SOURCE; PARTICLE GENERATION; ASYMPTOTICS; CENTERS; LATTICE; MODEL;
D O I
10.1007/s11009-016-9492-9
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
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.
引用
收藏
页码:1151 / 1167
页数:17
相关论文
共 31 条
[1]   Asymptotics of branching symmetric random walk on the lattice with a single source [J].
Albeverio, S ;
Bogachev, LV ;
Yarovaya, EB .
COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 1998, 326 (08) :975-980
[2]   Branching random walk in a catalytic medium. I. Basic equations [J].
Albeverio, S ;
Bogachev, LV .
POSITIVITY, 2000, 4 (01) :41-100
[3]  
[Anonymous], 1966, GRUNDLEHREN MATH WIS
[4]  
[Anonymous], INTERDISCIPLINARY AP
[5]  
Antonenko EA, 2015, SOVREMENNYE PROBLEMY, V10, P9
[6]   Finite-dimensional perturbations of self-adjoint operators [J].
Arazy, J ;
Zelenko, L .
INTEGRAL EQUATIONS AND OPERATOR THEORY, 1999, 34 (02) :127-164
[7]  
Bessonov M, 2014, MARKOV PROCESS RELAT, V20, P329
[8]   A limit theorem for a supercritical branching random walk on Zd with a single source [J].
Bogachev, LV ;
Yarovaya, EB .
RUSSIAN MATHEMATICAL SURVEYS, 1998, 53 (05) :1086-1088
[9]  
Clauset A., 2011, Inference. Models and Simulation for Complex Systems
[10]   Continuous model for homopolymers [J].
Cranston, M. ;
Koralov, L. ;
Molchanov, S. ;
Vainberg, B. .
JOURNAL OF FUNCTIONAL ANALYSIS, 2009, 256 (08) :2656-2696