An individual-based predator-prey model for biological coevolution: Fluctuations, stability, and community structure
arXiv:q-bio/0611023 · doi:10.1103/PhysRevE.75.051920
Abstract
We study an individual-based predator-prey model of biological coevolution, using linear stability analysis and large-scale kinetic Monte Carlo simulations. The model exhibits approximate 1/f noise in diversity and population-size fluctuations, and it generates a sequence of quasi-steady communities in the form of simple food webs. These communities are quite resilient toward the loss of one or a few species, which is reflected in different power-law exponents for the durations of communities and the lifetimes of species. The exponent for the former is near -1, while the latter is close to -2. Statistical characteristics of the evolving communities, including degree (predator and prey) distributions and proportions of basal, intermediate, and top species, compare reasonably with data for real food webs.
28 pages, 18 figures. Significantly expanded discussion of community structure and comparison with real food webs. Phys. Rev. E accepted
References in corpus (15)
- Avalanche Dynamics in Evolution, Growth, and Depinning Models
- Biological Evolution and Statistical Physics
- Robust Patterns in Food Web Structure
- Analytical solution of a model for complex food webs
- Species lifetime distribution for simple models of ecologies
- Punctuated equilibria and 1/f noise in a biological coevolution model with individual-based dynamics
- The shape of ecological networks
- The Tangled Nature model as an evolving quasi-species model
- Power of the power-laws: lessons from unification of small and large time scales for evolution
- An explanatory model for food-web structure and evolution
- Fluctuations and correlations in an individual-based model of biological coevolution
- A Stochastic Model for the Species Abundance Problem in an Ecological Community
- Effects of correlated interactions in a biological coevolution model with individual-based dynamics
- Bak-Sneppen model near zero dimension
- Effects of Preference for Attachment to Low-degree Nodes on the Degree Distributions of a Growing Directed Network and a Simple Food-Web Model
Cited by in corpus (13)
- A stochastic model for tumor growth with immunization
- Self-optimization, community stability, and fluctuations in two individual-based models of biological coevolution
- Evolution and non-equilibrium physics. A study of the Tangled Nature Model
- Random walk in genome space : A key ingredient of intermittent dynamics of community assembly on evolutionary time scales
- Effects of demographic stochasticity on biological community assembly on evolutionary time scales
- Community-driven dispersal in an individual-based predator-prey model
- Complex dynamics in coevolution models with ratio-dependent functional response
- Tangled Nature: A model of emergent structure and temporal mode among co-evolving agents
- Tempo and Mode of Evolution in the Tangled Nature Model
- Network Growth with Preferential Attachment for High Indegree and Low Outdegree
- Degree Correlations in a Dynamically Generated Model Food Web
- Complex Behavior in Simple Models of Biological Coevolution
- Effects of stochastic population fluctuations in two models of biological macroevolution