Noise driven phase transitions in eco-evolutionary systems
arXiv:2310.08735
Abstract
In complex ecosystems such as microbial communities, there is constant ecological and evolutionary feedback between the residing species and the environment occurring on concurrent timescales. Species respond and adapt to their surroundings by modifying their phenotypic traits, which in turn alters their environment and the resources available. To study this interplay between ecological and evolutionary mechanisms, we develop a consumer-resource model that incorporates phenotypic mutations. In the absence of noise, we find that phase transitions require finely-tuned interaction kernels. Additionally, we quantify the effects of noise on frequency dependent selection by defining a time-integrated mutation current, which accounts for the rate at which mutations and speciation occurs. We find three distinct phases: homogeneous, patterned, and patterned traveling waves. The last phase represents one way in which co-evolution of species can happen in a fluctuating environment. Our results highlight the principal roles that noise and non-reciprocal interactions between resources and consumers play in phase transitions within eco-evolutionary systems.
References in corpus (20)
- Direct evaluation of large-deviation functions
- Macroscopic current fluctuations in stochastic lattice gases
- Nonreciprocity as a generic route to traveling states
- Distribution of current in non-equilibrium diffusive systems and phase transitions
- Universal cumulants of the current in diffusive systems on a ring
- Hyperuniformity and phase separation in biased ensembles of trajectories for diffusive systems
- Fluctuation-driven Turing patterns
- Population dynamics method with a multi-canonical feedback control
- Species clustering in competitive Lotka-Volterra models
- Dynamical symmetry breaking and phase transitions in driven diffusive systems
- Finite-Size Scaling of a First-Order Dynamical Phase Transition: Adaptive Population Dynamics and an Effective Model
- Giant amplification of noise in fluctuation-induced pattern formation
- Exact fluctuations of nonequilibrium steady states from approximate auxiliary dynamics
- Entropy production fluctuations encode collective behavior in active matter
- Diversity and coevolutionary dynamics in high-dimensional phenotype spaces
- Path integral calculation for emergence of rapid evolution from demographic stochasticity
- Spontaneous genetic clustering in populations of competing organisms
- Tricritical behavior in dynamical phase transitions
- A framework for analyzing ecological trait-based models in multi-dimensional niche spaces
- Physics-informed graph neural networks enhance scalability of variational nonequilibrium optimal control