paper-with-me

Papers

Generalised Lotka-Volterra model with hierarchical interactions

2022-08-02 · Lyle Poley, Joseph W. Baron, Tobias Galla

In the analysis of complex ecosystems it is common to use random interaction coefficients, often assumed to be such that all species are statistically equivalent. In this work we relax this assumption by choosing interactions according to the cascade model, which we incorporate into a generalised Lotka-Volterra dynamical system. These interactions impose a hierarchy in the community. Species benefit more, on average, from interactions with species further below them in the hierarchy than from interactions with those above. Using dynamic mean-field theory, we demonstrate that a strong hierarchical structure is stabilising, but that it reduces the number of species in the surviving community, as well as their abundances. Additionally, we show that increased heterogeneity in the variances of the interaction coefficients across positions in the hierarchy is destabilising. We also comment on the structure of the surviving community and demonstrate that the abundance and probability of survival of a species is dependent on its position in the hierarchy.

📄 PDF Abstract BibTeX arXiv:2208.01569

Code (0)

등록된 구현이 없습니다.

Tasks

model

Similar Papers 제목 키워드 기반

Ecological communities from random generalised Lotka-Volterra dynamics with non-linear feedback

2020-03-25

We investigate the outcome of generalised Lotka-Volterra dynamics of ecological communities with random interaction coefficients and non-linear feedback. We show in simulations that the saturation of non-linear feedback …

Diversity

Feasibility and stability in large Lotka Volterra systems with interaction structure

2022-11-23 · Xiaoyuan Liu, George W. A. Constable, Jonathan W. Pitchford

Complex system stability can be studied via linear stability analysis using Random Matrix Theory (RMT) or via feasibility (requiring positive equilibrium abundances). Both approaches highlight the importance of interacti…

Demographic noise in complex ecological communities

2022-07-08 · Ferran Larroya, Tobias Galla

We introduce an individual-based model of a complex ecological community with random interactions. The model contains a large number of species, each with a finite population of individuals, subject to discrete reproduct…

The persistence of bipartite ecological communities with Lotka-Volterra dynamics

2023-07-26 · Matthew Dopson, Clive Emary

The assembly and persistence of ecological communities can be understood as the result of the interaction and migration of species. Here we study a single community subject to migration from a species pool in which inter…

Competitive exclusion and Hebbian couplings in random generalised Lotka-Volterra systems

2023-01-27 · Enrique Rozas Garcia, Mark J. Crumpton, Tobias Galla

We study communities emerging from generalised random Lotka--Volterra dynamics with a large number of species with interactions determined by the degree of niche overlap. Each species is endowed with a number of traits, …