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26 April 2024 |
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A Generalized Epidemic Process and Tricritical Dynamic Percolation | | Hans-Karl Janssen
; Martin Mueller
; Olaf Stenull
; | | Date: |
7 Apr 2004 | | Journal: | Phys. Rev. E 70, 026114 (2004) | | Subject: | Statistical Mechanics; Populations and Evolution | cond-mat.stat-mech q-bio.PE | | Abstract: | The renowned general epidemic process describes the stochastic evolution of a population of individuals which are either susceptible, infected or dead. A second order phase transition belonging to the universality class of dynamic isotropic percolation lies between endemic or pandemic behavior of the process. We generalize the general epidemic process by introducing a fourth kind of individuals, viz. individuals which are weakened by the process but not yet infected. This sensibilization gives rise to a mechanism that introduces a global instability in the spreading of the process and therefore opens the possibility of a discontinuous transition in addition to the usual continuous percolation transition. The tricritical point separating the lines of first and second order transitions constitutes a new universality class, namely the universality class of tricritical dynamic isotropic percolation. Using renormalized field theory we work out a detailed scaling description of this universality class. We calculate the scaling exponents in an $epsilon$-expansion below the upper critical dimension $d_{c}=5$ for various observables describing tricritical percolation clusters and their spreading properties. In a remarkable contrast to the usual percolation transition, the exponents $eta$ and ${eta}^{prime}$ governing the two order parameters, viz. the mean density and the percolation probability, turn out to be different at the tricritical point. In addition to the scaling exponents we calculate for all our static and dynamic observables logarithmic corrections to the mean-field scaling behavior at $d_c=5$. | | Source: | arXiv, cond-mat/0404167 | | Services: | Forum | Review | PDF | Favorites | |
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