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A Non-Conservative Harris Ergodic Theorem

Abstract : We consider non-conservative positive semigroups and obtain necessary and sufficient conditions for uniform exponential contraction in weighted total variation norm. This ensures the existence of Perron eigenelements and provides quantitative estimates of spectral gaps, complementing Krein-Rutman theorems and generalizing recent results relying on probabilistic approaches. The proof is based on a non-homogenous h-transform of the semi-group and the construction of Lyapunov functions for this latter. It exploits then the classical necessary and sufficient conditions of Harris' theorem for conservative semigroups. We apply these results and obtain exponential convergence of birth and death processes conditioned on survival to their quasi-stationary distribution, as well as estimates on exponential relaxation to stationary profiles in growth-fragmentation PDEs.We consider non-conservative positive semigroups and obtain necessary and sufficient conditions for uniform exponential contraction in weighted total variation norm. This ensures the existence of Perron eigenelements and provides quantitative estimates of spectral gaps, complementing Krein-Rutman theorems and generalizing probabilistic approaches. The proof is based on a non-homogenous h-transform of the semigroup and the construction of Lyapunov functions for this latter. It exploits then the classical necessary and sufficient conditions of Harris’s theorem for conservative semigroups and recent techniques developed for the study for absorbed Markov process. We apply these results to population dynamics. We obtain exponential convergence of birth and death processes conditioned on survival to their quasi-stationary distribution, as well as estimates on exponential relaxation to stationary profiles in growth-fragmentation PDEs.
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https://hal.archives-ouvertes.fr/hal-02062882
Contributor : Aline Marguet Connect in order to contact the contributor
Submitted on : Thursday, February 11, 2021 - 2:15:36 PM
Last modification on : Wednesday, October 20, 2021 - 12:24:31 AM

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  • HAL Id : hal-02062882, version 2
  • ARXIV : 1903.03946

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Vincent Bansaye, Bertrand Cloez, Pierre Gabriel, Aline Marguet. A Non-Conservative Harris Ergodic Theorem. 2021. ⟨hal-02062882v2⟩

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