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Well-mixed Lotka-Volterra model with random strongly competitive interactions

Giulia Garcia Lorenzana, Ada Altieri

2022Physical review. E22 citationsDOIOpen Access PDF

Abstract

The random Lotka-Volterra model is widely used to describe the dynamical and thermodynamic features of ecological communities. In this work, we consider random symmetric interactions between species and analyze the strongly competitive interaction case. We investigate different scalings for the distribution of the interactions with the number of species and try to bridge the gap with previous works. Our results show two different behaviors for the mean abundance at zero and finite temperature, respectively, with a continuous crossover between the two. We confirm and extend previous results obtained for weak interactions: at zero temperature, even in the strong competitive interaction limit, the system is in a multiple-equilibria phase, whereas at finite temperature only a unique stable equilibrium can exist. Finally, we establish the qualitative phase diagrams and compare the species abundance distributions in the two cases.

Topics & Concepts

Statistical physicsCrossoverMathematicsZero (linguistics)Relative abundance distributionPhase diagramDistribution (mathematics)Abundance (ecology)PhysicsPhase transitionPhase (matter)Complex systemThermodynamic limitProbability distributionThermodynamic equilibriumZero temperatureStability (learning theory)Mathematical and Theoretical Epidemiology and Ecology ModelsEvolutionary Game Theory and CooperationEvolution and Genetic Dynamics