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Zhang and Strogatz [Phys. Rev. Lett. 127, 194101 (2021)] used high-dimensional simulations to argue that basins of attraction in the Kuramoto ring are octopus-like: their volume scales as $e^{-kq^2}$ in the winding number $q$, nearly all of…

Mathematical Physics · Physics 2026-04-23 Pablo Groisman

Sparsely coupled Kuramoto oscillators offer a fertile playground for exploring high-dimensional basins of attraction due to their simple yet multistable dynamics. For $n$ identical Kuramoto oscillators on cycle graphs, it is well known that…

Mathematical Physics · Physics 2025-10-02 Pablo Groisman , Cecilia De Vita , Julián Fernández Bonder , Yuanzhao Zhang

We construct various novel and elementary examples of dynamics with metric attractors that have intermingled basins. A main ingredient is the introduction of random walks along orbits of a given dynamical system. We develop theory for it…

Dynamical Systems · Mathematics 2026-05-13 Abbas Fakhari , Ale Jan Homburg

Phase-locked states with a constant phase shift between the neighboring oscillators are studied in rings of identical Kuramoto oscillators with time-delayed nearest-neighbor coupling. The linear stability of these states is derived and it…

Pattern Formation and Solitons · Physics 2020-04-01 Károly Dénes , Bulcsú Sándor , Zoltán Néda

In dynamical systems, the full stability of fixed point solutions is determined by their basin of attraction. Characterizing the structure of these basins is, in general, a complicated task, especially in high dimensionality. Recent works…

Adaptation and Self-Organizing Systems · Physics 2017-11-15 Robin Delabays , Melvyn Tyloo , Philippe Jacquod

We study a finite uni-directional array of "cascading" or "threshold coupled" chaotic maps. Such systems have been proposed for use in nonlinear computing and have been applied to classification problems in bioinformatics. We describe some…

Dynamical Systems · Mathematics 2015-06-26 Erik Boczko , Todd Young

Real-world systems often evolve on different timescales and possess multiple coexisting stable states. Whether or not a system returns to a given stable state after being perturbed away from it depends on the shape and extent of its basin…

Dynamical Systems · Mathematics 2026-02-02 Serhiy Yanchuk , Sebastian Wieczorek , Hildeberto Jardón-Kojakhmetov , Hassan Alkhayuon

We study the distribution of attraction basins as a function of energy in simple glasses. We find that it is always broad. Furthermore we identify two types of glasses, both with an exponentially large number of metastable states. In one…

Disordered Systems and Neural Networks · Physics 2009-10-31 P. Chandra , L. B. Ioffe

In this work, we numerically investigate and visually illustrate the dynamical properties of the dissipative spin-orbit problem such as the co-existence of multiple periodic and quasi-periodic attractors, and the complexity of the…

Chaotic Dynamics · Physics 2023-07-25 Vitor M. de Oliveira

A basin of attraction represents the set of initial conditions leading to a specific asymptotic state of a given dynamical system. Here, we provide a classification of the most common basins found in nonlinear dynamics with the help of the…

Chaotic Dynamics · Physics 2022-05-25 Alvar Daza , Alexandre Wagemakers , Miguel A. F. Sanjuán

Abstract basins appear naturally in different areas of several complex variables. In this survey we want to describe three different topics in which they play an important role, leading to interesting open problems.

Complex Variables · Mathematics 2015-03-02 Leandro Arosio

In this paper, we study geometric properties of basins of attraction of monotone systems. Our results are based on a combination of monotone systems theory and spectral operator theory. We exploit the framework of the Koopman operator,…

Systems and Control · Computer Science 2017-05-09 Aivar Sootla , Alexandre Mauroy

In this paper, we investigate the precise behavior of orbits inside attracting basins. Let $f$ be a holomorphic polynomial of degree $m\geq2$ in $\mathbb{C}$, $\mathcal {A}(p)$ be the basin of attraction of an attracting fixed point $p$ of…

Dynamical Systems · Mathematics 2022-08-02 Mi Hu

It is common that the average length of chaotic transients appearing as a consequence of crises in dynamical systems obeys a power low of scaling with the distance from the crisis point. It is, however, only a rough trend; in some cases…

chao-dyn · Physics 2009-10-31 Krzysztof Kacperski , Janusz A. Holyst

In this paper, we investigate the behavior of orbits inside attracting basins in higher dimensions. Suppose $F(z, w)=(P(z), Q(w))$, where $P(z), Q(w)$ are two polynomials of degree $m_1, m_2\geq2$ on $\mathbb{C}$, $P(0)=Q(0)=0,$ and…

Dynamical Systems · Mathematics 2023-01-10 Mi Hu

We show that a two-dimensional system of flocking microswimmers interacting hydrodynamically can be expressed using a Hamiltonian formalism. The Hamiltonian depends strictly on the angles between the particles and their swimming…

Soft Condensed Matter · Physics 2023-05-23 Yuval Shoham , Naomi Oppenheimer

Synaptic interactions structure the phase space of the dynamics of neural circuits and constrain neural computation. Understanding how requires methods that handle those discrete interactions, yet few exist. Recently, it was discovered that…

Disordered Systems and Neural Networks · Physics 2019-05-15 Maximilian Puelma Touzel , Fred Wolf

The Newton-Raphson basins of attraction, associated with the libration points (attractors), are revealed in the generalized Hill problem. The parametric variation of the position and the linear stability of the equilibrium points is…

Chaotic Dynamics · Physics 2018-03-28 Euaggelos E. Zotos

We present an experiment that systematically probes the basins of attraction of two fixed points of a nonlinear nanomechanical resonator and maps them out with high resolution. We observe a separatrix which progressively alters shape for…

Mesoscale and Nanoscale Physics · Physics 2009-11-13 I. Kozinsky , H. W. Ch. Postma , O. Kogan , A. Husain , M. L. Roukes

The main properties of a dynamical system can be analyzed by examining the corresponding basins, either attraction basins in dissipative systems or escape basins in open Hamiltonian systems and area-preserving maps. In the latter case, the…

Chaotic Dynamics · Physics 2025-03-25 P. Haerter , R. L. Viana , M. A. F. Sanjuán
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