Anomalous Growth of Aging Populations

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Abstract

We consider a discrete-time population dynamics with age-dependent structure. At every time step, one of the alive individuals from the population is chosen randomly and removed with probability (Formula presented.) depending on its age, whereas a new individual of age 1 is born with probability r. The model can also describe a single queue in which the service order is random while the service efficiency depends on a customer’s “age” in the queue. We propose a mean field approximation to investigate the long-time asymptotic behavior of the mean population size. The age dependence is shown to lead to anomalous power-law growth of the population at the critical regime. The scaling exponent is determined by the asymptotic behavior of the probabilities (Formula presented.) at large k. The mean field approximation is validated by Monte Carlo simulations.

Original languageEnglish
Pages (from-to)440-455
Number of pages16
JournalJournal of Statistical Physics
Volume163
Issue number2
DOIs
Publication statusPublished - 1 Apr 2016

Keywords

  • Aging
  • Birth-death process
  • Markov model
  • Population
  • Queue

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