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Limit Theorems For Branching Process And Control Branching Processes In Random Environments

Posted on:2016-12-01Degree:MasterType:Thesis
Country:ChinaCandidate:D R LiFull Text:PDF
GTID:2310330488481187Subject:Mathematics
Abstract/Summary:PDF Full Text Request
In this thesis, we study the limit theorems for branching process and controlled branching processes in random environments, the content are as follows:In the first chapter, we firstly introduce the background and development of the branching process and controlled branching processes in random environments; secondly, we introduce the definitions of these two branching processes; Finally, we give the main results of this thesis.In the second chapter, we study the large deviation for a supercritical branching process, and show that ?W-Wn?/Wn satisfies the large deviation principle in case p1=0 and case p1>0.In the third chapter, we discuss the limiting behaviors and extinction problems for controlled branching processes in random environments:firstly, under the normalization factor {Sn,n?0}, we study the normalization processes {???n:n?N} and give the sufficient conditions of {???n:n?N} a.s., L1 and L2 convergence; secondly, we get a necessary condition for {???n:n?N} convergence to a non-degenerate at 0 random variable; thirdly, under the normalization factor {In,n>0}, we discuss the normalization processes {???n:n?N} and get the sufficient conditions of {???n:n?N} a.s. and L1 convergence; at last, we give the upper bound of the growth rate of processes {Zn}n?0 and a sufficient condition of the extinction of the processes in stationary ergodic environment.
Keywords/Search Tags:Branching Process, Random Environments, Convergence, Large Deviation Principle
PDF Full Text Request
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