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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

Chaotic systems, such as turbulent flows, are ubiquitous in science and engineering. However, their study remains a challenge due to the large range scales, and the strong interaction with other, often not fully understood, physics. As a…

Species or population that proliferate faster than others become dominant in numbers. Catalysis allows catalytic sets within a molecular reaction network to dominate the non catalytic parts of the network by processing most of the available…

细胞行为 · 定量生物学 2016-08-31 Rudolf Hanel

An array system of coupled maps is proposed as a model for economy evolution. The local dynamics of each map or agent is controlled by two parameters. One of them represents the growth capacity of the agent and the other one is a control…

适应与自组织系统 · 物理学 2008-12-02 J. R. Sanchez , R. Lopez-Ruiz

Chaos is widely understood as being a consequence of sensitive dependence upon initial conditions. This is the result of an instability in phase space, which separates trajectories exponentially. Here, we demonstrate that this criterion…

混沌动力学 · 物理学 2017-06-28 Marc Pradas , Alain Pumir , Greg Huber , Michael Wilkinson

The research concerns the dynamics of complex autonomous Kauffman networks. The article defines and shows using simulation experiments half-chaotic networks, which exhibit features much more similar to typically modeled systems like a…

适应与自组织系统 · 物理学 2022-01-14 Andrzej Gecow

Macroevolutionary dynamics often display sudden, explosive surges, where systems remain relatively stable for extended periods before experiencing dramatic acceleration that frequently exceeds traditional exponential growth. This pattern is…

物理与社会 · 物理学 2026-01-23 Alessandro Bellina , Giordano De Marzo , Vittorio Loreto

A simple model of macroevolution is proposed exhibiting both the property of punctuated equilibrium and the dynamics of potentialities for different species to evolve towards increasingly higher complexity. It is based on the phenomenon of…

生物物理 · 物理学 2007-05-23 Siegfried Fussy , Gerhard Groessing , Herbert Schwabl

Predictions of emergent phenomena, appearing on the macroscopic layer of a complex system, can fail if they are made by a microscopic model. This study demonstrates and analyses this claim on a well-known complex system, Conway's Game of…

元胞自动机与格子气 · 物理学 2022-12-16 Thomas Schmickl

The expansion of global production networks has raised many important questions about the interdependence among countries and how future changes in the world economy are likely to affect the countries' positioning in global value chains. We…

综合经济学 · 经济学 2020-05-20 Olivera Kostoska , Viktor Stojkoski , Ljupco Kocarev

Markets have internal dynamics leading to excess volatility and other phenomena that are difficult to explain using rational expectations models. This paper studies these using a nonequilibrium price formation rule, developed in the context…

adap-org · 物理学 2015-06-30 J. Doyne Farmer

A novel mathematical framework is proposed to describe the ecological and evolutionary consequences of consumer--resource interactions. Both the consumer and resource are assumed to consist of several (sub)species, which interact between…

种群与进化 · 定量生物学 2025-11-11 Alexander S. Bratus , Sergei V. Drozhzhin , Artem S. Novozhilov

Using in a simple way the theory of non linear dynamical systems, we show that increasing climatic instabilities may be a qualitative warning sign for the occurrence of a nearby bifurcation, yielding a discontinuous and sudden climate…

大气与海洋物理 · 物理学 2016-09-19 Francois Louchet

We develop a discrete-event modeling framework that captures the progression of geophysical systems toward catastrophic failure through sequences of distinct damage events. By representing system evolution as a succession of temporally…

地球物理 · 物理学 2025-07-31 Qinghua Lei , Didier Sornette

Modern economies evolved from simpler human exchanges into very convoluted systems. Today, a multitude of aspects can be regulated, tampered with, or left to chance; these are economic {\em degrees of freedom} which together shape the flow…

物理与社会 · 物理学 2021-09-22 Luís F Seoane

Yield stress materials fail when the imposed stress crosses a critical threshold. A well-known dynamical response to the applied stress is the phenomenon of creep where the cumulative deformation grows sublinearly with time, prior to…

软凝聚态物质 · 物理学 2023-03-09 Suman Dutta , Kirsten Martens , Pinaki Chaudhuri

This paper presents a probabilistic model for reasoning about the state of a system as it changes over time, both due to exogenous and endogenous influences. Our target domain is a class of medical prediction problems that are neither so…

人工智能 · 计算机科学 2013-02-21 Steve Hanks , David Madigan , Jonathan Gavrin

Evolutionary game theory offers a general framework to study how behaviors evolve by social learning in a population. This body of theory can accommodate a range of social dilemmas, or games, as well as real-world complexities such as…

物理与社会 · 物理学 2025-10-08 Guocheng Wang , Qi Su , Long Wang , Joshua B. Plotkin

Entropy notions for $\varepsilon$-incremental practical stability and incremental stability of deterministic nonlinear systems under disturbances are introduced. The entropy notions are constructed via a set of points in state space which…

最优化与控制 · 数学 2022-09-13 Michelle S. Chong

In this review article we explore several recent advances in the quantitative modeling of financial markets. We begin with the Efficient Markets Hypothesis and describe how this controversial idea has stimulated a number of new directions…

adap-org · 物理学 2009-10-31 J. Doyne Farmer , Andrew W. Lo