Extinction Rates for Fluctuation-Induced Metastabilities : A Real-Space WKB Approach
arXiv:q-bio/0611049 · doi:10.1007/s10955-007-9312-2
Abstract
The extinction of a single species due to demographic stochasticity is analyzed. The discrete nature of the individual agents and the Poissonian noise related to the birth-death processes result in local extinction of a metastable population, as the system hits the absorbing state. The Fokker-Planck formulation of that problem fails to capture the statistics of large deviations from the metastable state, while approximations appropriate close to the absorbing state become, in general, invalid as the population becomes large. To connect these two regimes, a master equation based on a real space WKB method is presented, and is shown to yield an excellent approximation for the decay rate and the extreme events statistics all the way down to the absorbing state. The details of the underlying microscopic process, smeared out in a mean field treatment, are shown to be crucial for an exact determination of the extinction exponent. This general scheme is shown to reproduce the known results in the field, to yield new corollaries and to fit quite precisely the numerical solutions. Moreover it allows for systematic improvement via a series expansion where the small parameter is the inverse of the number of individuals in the metastable state.
References in corpus (7)
- Biological Evolution and Statistical Physics
- Theory of Branching and Annihilating Random Walks
- Rare Events Statistics in Reaction--Diffusion Systems
- Field Theory of Branching and Annihilating Random Walks
- Interfacial Velocity Corrections due to Multiplicative Noise
- Spectral theory of metastability and extinction in birth-death systems
- Spectral formulation and WKB approximation for rare-event statistics in reaction systems
Cited by in corpus (65)
- Extinction of metastable stochastic populations
- WKB theory of large deviations in stochastic populations
- Master equations and the theory of stochastic path integrals
- A generalized model of island biodiversity
- First Passage Problems in Biology
- A primer on noise-induced transitions in applied dynamical systems
- Population extinction in a time-modulated environment
- Extinction rates of established spatial populations
- The dynamics of simple gene-network motifs subject to extrinsic fluctuations
- Species coexistence in a neutral dynamics with environmental noise
- Noise driven unlimited population growth
- Minimizing the population extinction risk by migration
- Ecological feedback in quorum-sensing microbial populations can induce heterogeneous production of autoinducers
- Impact of environmental colored noise in single-species population dynamics
- Model reduction for slow-fast stochastic systems with metastable behaviour
- Extinction of oscillating populations
- Multiple extinction routes in stochastic population models
- Speeding up disease extinction with a limited amount of vaccine
- Demographic stochasticity and extinction in populations with Allee effect
- Fixation in Evolutionary Games under Non-Vanishing Selection
- Large Fluctuations and Fixation in Evolutionary Games
- The Birth-Death-Mutation process: a new paradigm for fat tailed distributions
- Large fluctuations in stochastic population dynamics: momentum space calculations
- Theory of time-averaged neutral dynamics with environmental stochasticity
- Switching between phenotypes and population extinction
- Survival of the Scarcer
- Fluctuations and stability in front propagation
- Evolutionary Dynamics with Fluctuating Population Sizes and Strong Mutualism
- Divergence and Consensus in Majority Rule
- Extinction Dynamics of Cardiac Fibrillation
- A comprehensive phase diagram for logistic populations in fluctuating environment
- Extinction dynamics from meta-stable coexistences in an evolutionary game
- Alternative steady states in random ecological networks
- Rare events in stochastic populations under bursty reproduction
- Phase diagram for a logistic system under bounded stochasticity
- Fast migration and emergent population dynamics
- Large deviation induced phase switch in an inertial majority-vote model
- Population Extinction under Bursty Reproduction in a Time Modulated Environment
- Diffusion approximations in population genetics and the rate of Muller's ratchet
- Immigration-induced phase transition in a regulated multispecies birth-death process
- Extinction risk of a Metapopulation under the Allee Effect
- Population switching under a time-varying environment
- Taming the diffusion approximation through a controlling-factor WKB method
- Epidemic extinction in a generalized susceptible-infected-susceptible model
- Novel exponents control the quasi-deterministic limit of the extinction transition
- Spatial effect on stochastic dynamics of bistable evolutionary games
- Dynamical signatures of discontinuous phase transitions: How phase coexistence determines exponential versus power-law scaling
- Effect of reaction step-size noise on the switching dynamics of stochastic populations
- Controlling mean exit time of stochastic dynamical systems based on quasipotential and machine learning
- Finite Size Effects in Addition and Chipping Processes
- Predicting rare events in chemical reactions: application to skin cell proliferation
- Supercluster states and phase transitions in aggregation-fragmentation processes
- A unified perspective on exponential tilt and bridge algorithms for rare trajectories of discrete Markov processes
- Stochastic foundations in nonlinear density-regulation growth
- Reducing the extinction risk of stochastic populations via non-demographic noise
- Fixation and Fluctuations in Two-Species Cooperation
- Epidemic extinction in a simplicial susceptible-infected-susceptible model
- Extremal statistics for first-passage trajectories of drifted Brownian motion under stochastic resetting
- A generalized neutral theory explains static and dynamic properties of biotic communities
- Noise induces rare events in granular media
- Reconstructing an epigenetic landscape using a genetic `pulling' approach
- Comment on "Minimum Action Path Theory Reveals the Details of Stochastic Transitions Out of Oscillatory States"
- Desynchronization and sustainability of noisy metapopulation cycles
- Anomalous finite-size scaling in higher-order processes with absorbing states
- Sampling rare trajectories using stochastic bridges