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When a system has more than one stable state, how can the stability of these states be compared? This deceptively simple question has important consequences for ecosystems, because systems with alternative stable states can undergo dramatic…

种群与进化 · 定量生物学 2015-10-26 Ben C. Nolting , Karen C. Abbott

We develop a finite-dimensional sensitivity framework for studying stability in learning systems whose states include representations, parameters, and update variables. The central object is the \emph{Learning Stability Profile}, a…

机器学习 · 计算机科学 2026-05-26 Ronald Katende

We study the biodiversity problem for resource competition systems with extinctions and self-limitation effects. Our main result establishes estimates of biodiversity in terms of the fundamental parameters of the model. We also prove the…

动力系统 · 数学 2018-09-12 Vladimir Kozlov , Sergey Vakulenko , Uno Wennergren , Vladimir G. Tkachev

Based on extensive study of a dynamical systems model of the development of a cell society, a novel theory for stem cell differentiation and its regulation is proposed as the ``chaos hypothesis''. Two fundamental features of stem cell…

适应与自组织系统 · 物理学 2007-05-23 Chikara Furusawa , Kunihiko Kaneko

The aim of this paper is to study the dynamical behavior of non-autonomous stochastic hybrid systems with delays. By general Krylov-Bogolyubov's method, we first obtain the sufficient conditions for the existence of an evolution system of…

动力系统 · 数学 2022-04-15 Dingshi Li , Yusen Lin , Zhe Pu

We consider a nonlinear coupled discrete-time model of population dynamics. This model describes the movement of populations within a heterogeneous landscape, where the growth of subpopulations are modelled by (possibly different) bounded…

动力系统 · 数学 2024-05-08 Blake McGrane-Corrigan , Oliver Mason , Rafael de Andrade Moral

We analyst in detail a new approach to the monitoring and forecasting of the onset of transitions in high dimensional complex systems (see Phys. Rev. Lett . vol. 113, 264102 (2014)) by application to the Tangled Nature Model of evolutionary…

适应与自组织系统 · 物理学 2015-08-03 Duccio Piovani , Jelena Grujic , Henrik Jeldtoft Jensen

When complex systems are driven to extinction by some external factor, their non-stationary dynamics can present an intermittent behaviour between relative tranquility and burst of activity whose consequences are often catastrophic. To…

物理与社会 · 物理学 2018-03-21 Juan V Escobar , Isaac Pérez Castillo

We analyze the stability properties of equilibrium solutions and periodicity of orbits in a two-dimensional dynamical system whose orbits mimic the evolution of the price of an asset and the excess demand for that asset. The construction of…

动力系统 · 数学 2009-09-29 Vladimir Belitsky , Antonio L. Pereira , Fernando P. de Almeida Prado

The problem of finite-dimensional asymptotics of infinite-dimensional dynamic systems is studied. A non-linear kinetic system with conservation of supports for distributions has generically finite-dimensional asymptotics. Such systems are…

统计力学 · 物理学 2008-10-03 A. N. Gorban

Resilience broadly describes a quality of withstanding perturbations. Measures of system resilience have gathered increasing attention across applied disciplines, yet existing metrics often lack computational accessibility and…

动力系统 · 数学 2026-02-09 Andreas Morr , Christian Kuehn , George Datseris

Much of today's sustainability discourse emphasizes efficiency, clean technologies, and smart systems, but largely underestimates fundamental physical constraints relating to energy-matter interactions. These constraints stem from the fact…

物理与社会 · 物理学 2025-12-12 José Halloy , Petros Chatzimpiros , François Graner , Thomas Gregor

The stability of ecological systems is a fundamental concept in ecology, which offers profound insights into species coexistence, biodiversity, and community persistence. In this article, we provide a systematic and comprehensive review on…

动力系统 · 数学 2024-02-08 Can Chen , Xu-Wen Wang , Yang-Yu Liu

We present an application of the theory of stochastic processes to model and categorize non-equilibrium physical phenomena. The concepts of uniformly continuous probability measures and modular evolution lead to a systematic hierarchical…

数学物理 · 物理学 2009-08-18 Enrique Hernandez-Lemus , Jesus K. Estrada-Gil

Modelling is an essential procedure in analyzing and controlling a given logical dynamic system (LDS). It has been proved that deterministic LDS can be modeled as a linear-like system using algebraic state space representation. However, due…

最优化与控制 · 数学 2022-03-04 Changxi Li , Jun-e Feng , Daizhan Cheng , Xiao Zhang

A method is developed to estimate the properties of a global hydrodynamic instability in turbulent flows from measurement data of the limit-cycle oscillations. For this purpose, the flow dynamics are separated in deterministic contributions…

流体动力学 · 物理学 2021-04-21 Moritz Sieber , C. Oliver Paschereit , Kilian Oberleithner

We attempt to characterize irreversibility of a dynamical system from the existence of different forward and backward mathematical representations depending on the direction of the time arrow. Such different representations have been…

动力系统 · 数学 2025-08-13 Giorgio Picci

Classical approaches to ecological stability rely on fully connected interaction models, yet real ecosystems are sparse and structured--a feature that qualitatively reshapes their collective dynamics. Here, we establish a thermodynamically…

无序系统与神经网络 · 物理学 2025-12-30 Mattia Tarabolo , Luca Dall'Asta , Roberto Mulet

The scientific data about the state of our planet, presented at the 2012 (Rio+20) summit, documented that today's human family lives even less sustainably than it did in 1992. The data indicate furthermore that the environmental impacts…

物理与社会 · 物理学 2013-09-03 Michael Dittmar

Robustness, the insensitivity of some of a biological system's functionalities to a set of distinct conditions, is intimately linked to fitness. Recent studies suggest that it may also play a vital role in enabling the evolution of species.…

适应与自组织系统 · 物理学 2011-12-15 James M Whitacre , Axel Bender