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We carry out the generalization of the Lotka-Volterra embedding to flows not explicitly recognizable under the Generalized Lotka-Volterra format. The procedure introduces appropiate auxiliary variables, and it is shown how, to a great…

Mathematical Physics · Physics 2019-11-01 Benito Hernández-Bermejo , V. Fairén

The generalized Lotka-Volterra (GLV) equations with quenched random interactions have been extensively used to investigate the stability and dynamics of complex ecosystems. However, the standard linear interaction model suffers from…

Populations and Evolution · Quantitative Biology 2026-02-03 Marco Zenari , Francesco Ferraro , Sandro Azaele , Amos Maritan , Samir Suweis

We construct a large family of evidently integrable Hamiltonian systems which are generalizations of the KM system. The Hamiltonian vector field is homogeneous cubic but in a number of cases a simple change of variables transforms such a…

Mathematical Physics · Physics 2013-06-03 Stelios A. Charalambides , Pantelis A. Damianou , Charalampos A. Evripidou

Our recent work lays out a general framework for inferring information about the parameters and associated dynamics of a differential equation model from a discrete set of data points collected from the system being modeled. Rigorous…

Dynamical Systems · Mathematics 2022-09-29 Xiaoyu Duan , Jonathan E Rubin , David Swigon

In the last years it has been shown that Lotka-Volterra mappings constitute a valuable tool from both the theoretical and the applied points of view, with developments in very diverse fields such as Physics, Population Dynamics, Chemistry…

Dynamical Systems · Mathematics 2019-10-31 Benito Hernández-Bermejo , Léon Brenig

The Volterra series can be used to model a large subset of nonlinear, dynamic systems. A major drawback is the number of coefficients required model such systems. In order to reduce the number of required coefficients, Laguerre polynomials…

Machine Learning · Computer Science 2014-10-06 Brett W. Israelsen , Dale A. Smith

This is a pedagogical review of the the Generalized Lotka-Volterra (GLV) model: w_i(t+1) = lambda * w_i(t) + a * W (t) - c * W (t) * w_i(t) where i=1, >......, N and W= (w_1 + w_2 + ...w_N)/N is the average of the w_i's. The GLV models…

Condensed Matter · Physics 2007-05-23 Sorin Solomon

The Hamiltonian structure of a class of three-dimensional (3D) Lotka-Volterra (LV) equations is revisited from a novel point of view by showing that the quadratic Poisson structure underlying its integrability structure is just a real…

Exactly Solvable and Integrable Systems · Physics 2011-08-23 Angel Ballesteros , Alfonso Blasco , Fabio Musso

In the present note we give an explicit integration of some two--dimensionalised Lotka--Volterra type equations associated with simple Lie algebras, other than the familiar $A_n$ case, possessing a representation without branching. This…

High Energy Physics - Theory · Physics 2009-10-28 Jean-Loup Gervais , Mikhail V. Saveliev

The state space is a fundamental concept for describing the trajectory of a dynamic system. Depending on its form, it can highlight certain changes over time while ignoring others. This is particularly the case for the spaces associated…

Dynamical Systems · Mathematics 2026-04-10 Arthur Doliveira , Christophe Roman , Guillaume Graton , Mustapha Ouladsine

Inferring microbial community structure based on temporal metagenomics data is an important goal in microbiome studies. The deterministic generalized Lotka-Volterra differential (GLV) equations have been used to model the dynamics of…

Methodology · Statistics 2020-09-24 Libai Xu , Ximing Xu , Dehan Kong , Hong Gu , Toby Kenney

Lotka-Volterra (LV) algebras are generally applied in solving biological problems and in examining the interactions among neighboring individuals. With reference to the methods applied by Gutierrez-Fernandez and Garcia in \cite{17}. this…

Rings and Algebras · Mathematics 2019-12-19 Ahmad Alarafeen , Izzat Qaralleh , Azhana Ahmad

This work is devoted to the establishment of a Poisson structure for a format of equations known as Generalized Lotka-Volterra systems. These equations, which include the classical Lotka-Volterra systems as a particular case, have been…

Mathematical Physics · Physics 2019-11-01 Benito Hernández-Bermejo , Victor Fairén

We investigate the Generalized Lotka-Volterra (GLV) equations, a central model in theoretical ecology, where species interactions are assumed to be fixed over time and heterogeneous (quenched noise). Recent studies have suggested that the…

Populations and Evolution · Quantitative Biology 2023-06-26 Sandro Azaele , Amos Maritan

We study completely integrable Hamiltonian systems whose monodromy matrices are related to the representatives for the set of gauge equivalence classes $\boldsymbol{\mathcal{M}}_F$ of polynomial matrices. Let $X$ be the algebraic curve…

Mathematical Physics · Physics 2009-11-10 Rei Inoue

New classes of conditionally integrable systems of nonlinear reaction-diffusion equations are introduced. They are obtained by extending a well known nonclassical symmetry of a scalar partial differential equation to a vector equation. New…

Exactly Solvable and Integrable Systems · Physics 2024-03-06 Phillip Broadbridge , Roman Cherniha , Joanna Goard

The Lotka-Volterra (LV) model is a simple, robust, and versatile model used to describe large interacting systems such as food webs or microbiomes. The model consists of $n$ coupled differential equations linking the abundances of $n$…

Populations and Evolution · Quantitative Biology 2024-08-28 Maxime Clenet , François Massol , Jamal Najim

Generalized Lotka-Volterra (GLV) models extending the (70 year old) logistic equation to stochastic systems consisting of a multitude of competing auto-catalytic components lead to power distribution laws of the (100 year old) Pareto-Zipf…

Statistical Mechanics · Physics 2008-12-02 Sorin Solomon , Peter Richmond

We introduce a new family of planar Lotka--Volterra systems admitting explicit invariant algebraic curves of arbitrarily high degree.

Classical Analysis and ODEs · Mathematics 2025-12-15 Javier Coyo-Guarachi , Salomón Rebollo-Perdomo

A model of population genetics of the Lotka-Volterra type with mutations on a statistical manifold is introduced. Mutations in the model are described by diffusion on a statistical manifold with a generator in the form of a Laplace-Beltrami…

Populations and Evolution · Quantitative Biology 2024-03-01 S. V. Kozyrev
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