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A natural phenomenon occurring in a living system is an outcome of the dynamics of the specific biological network underlying the phenomenon. The collective dynamics have both deterministic and stochastic components. The stochastic nature…

统计力学 · 物理学 2023-09-01 Indrani Bose

Systems whose organization displays causal asymmetry constraints, from evolutionary trees to river basins or transport networks, can be often described in terms of directed paths (causal flows) on a discrete state space. Such a set of paths…

无序系统与神经网络 · 物理学 2010-07-13 Bernat Corominas-Murtra , Carlos Rodríguez-Caso , Joaquín Goñi , Ricard Solé

Unlike many physical nonequilibrium systems, in biological systems, the coupling to external energy sources is not a fixed parameter but adaptively controlled by the system itself. We do not have theoretical frameworks that allow for such…

种群与进化 · 定量生物学 2025-06-30 Ankit Dhanuka , Avi I. Flamholz , Arvind Murugan , Akshit Goyal

Proceeding from the concept of rational expectations, a new dynamic model of supply and demand in a single market with one supplier, one buyer, and one kind of commodity is developed. Unlike the cob-web dynamic theories with adaptive…

综合物理 · 物理学 2007-05-23 V. Granik , A. Granik

Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and technology. For example, adaptive couplings appear in various real-world systems like the power grid, social, and neural networks, and they form the…

Stochastic feedback systems give rise to a variety of notions of stability. The conditions for the stability of the median, mean, and variance stability conditions differ. These conditions can be stated explicitly for scalar discrete-time…

系统与控制 · 电气工程与系统科学 2019-12-19 Roy S. Smith , Bassam Bamieh

We investigate the survivor distributions of a spatially extended model of competitive dynamics in different geometries. The model consists of a deterministic dynamical system of individual agents at specified nodes, which might or might…

定量方法 · 定量生物学 2015-11-24 J. M. Luck , A. Mehta

Resilience is widely recognized as an important design goal though it is one that seems to escape a general and consensual understanding. Often mixed up with other system attributes; traditionally used with different meanings in as many…

计算机与社会 · 计算机科学 2014-01-23 Vincenzo De Florio

Stability is a desirable property of complex ecosystems. If a community of interacting species is at a stable equilibrium point then it is able to withstand small perturbations to component species' abundances without suffering adverse…

种群与进化 · 定量生物学 2022-09-13 Francesco Caravelli , Phillip Staniczenko

Multi-stability is a widely observed phenomenon in real complex networked systems, such as technological infrastructures, ecological systems, gene regulation, transportation and more. When a system functions normally but there exists also a…

物理与社会 · 物理学 2022-05-27 Hillel Sanhedrai , Shlomo Havlin

Nearly-elastic model systems with one or two degrees of freedom are considered: the system is undergoing a small loss of energy in each collision with the "wall". We show that instabilities in this purely deterministic system lead to…

概率论 · 数学 2012-08-31 Mark Freidlin , Wenqing Hu

Biological organisms are adaptive, able to function in unpredictably changing environments. Drawing on recent nonequilibrium physics, we show that in adaptation, fitness has two components parameterized by observable coordinates: a static…

统计力学 · 物理学 2026-02-19 Ying-Jen Yang , Charles D. Kocher , Ken A. Dill

Scale invariance is a central organizing principle in physics, underlying phenomena that range from critical behaviour in statistical mechanics to transport and chaos in nonlinear dynamical systems. Here we present a unified and physically…

统计力学 · 物理学 2026-02-23 Edson D. Leonel , Diego F. M. Oliveira

One of the basic frameworks in science views behavioral products as a process within a dynamic system. The mechanism might be seen as a representation of many instances of centralized control in real time. Many real systems, however,…

动力系统 · 数学 2019-08-19 Chulwook Park

We propose a new procedure to monitor and forecast the onset of transitions in high dimensional complex systems. We describe our procedure by an application to the Tangled Nature model of evolutionary ecology. The quasi-stable…

适应与自组织系统 · 物理学 2014-12-31 Andrea Cairoli , Duccio Piovani , Henrik Jeldtoft Jensen

In finite-dimensional dynamical systems, stochastic stability provides the selection of physical relevant measures from the myriad invariant measures of conservative systems. That this might also apply to infinite-dimensional systems is the…

动力系统 · 数学 2019-12-12 F. Cipriano , H. Ouerdiane , R. Vilela Mendes

Despite being a foundational concept of modern systems theory, there have been few studies on observability of non-linear stochastic systems under partial observations. In this paper, we introduce a definition of observability for…

概率论 · 数学 2022-12-08 Curtis McDonald , Serdar Yuksel

Resilience is a rehashed concept in natural hazard management - resilience of cities to earthquakes, to floods, to fire, etc. In a word, a system is said to be resilient if there exists a strategy that can drive the system state back to…

最优化与控制 · 数学 2018-02-05 Michel De Lara

Rising interest in the resilience of ecological systems has spawned diverse interpretations of the term's precise meaning. This paper classifies and explores definitions of resilience from the ecological literature using a dynamical systems…

动力系统 · 数学 2018-03-22 Katherine Meyer

A wide body of work has applied the concept of critical slowing down to estimate the stability of different Earth system components. Most of them -- such as global vegetation -- are inherently non-stationary, for example due to strong…

混沌动力学 · 物理学 2026-04-28 Taylor Smith , Andreas Morr , Christof Schötz , Niklas Boers