Exploring conservative islands using correlated and uncorrelated noise
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Updated: Feb 13, 2026

High-throughput Analysis of Locomotor Behavior in the Drosophila Island Assay
Published on: November 5, 2017
Rafael M da Silva1, Cesar Manchein2, Marcus W Beims1
1Departamento de Física, Universidade Federal do Paraná, 81531-980 Curitiba, PR, Brazil.
Abstract:
In this work, noise is used to analyze the penetration of regular islands in conservative dynamical systems. For this purpose we use the standard map choosing nonlinearity parameters for which a mixed phase space is present. The random variable which simulates noise assumes three distributions, namely equally distributed, normal or Gaussian, and power law (obtained from the same standard map but for other parameters). To investigate the penetration process and explore distinct dynamical behaviors which may occur, we use recurrence time statistics (RTS), Lyapunov exponents and the occupation rate of the phase space. Our main findings are as follows: (i) the standard deviations of the distributions are the most relevant quantity to induce the penetration; (ii) the penetration of islands induce power-law decays in the RTS as a consequence of enhanced trapping; (iii) for the power-law correlated noise an algebraic decay of the RTS is observed, even though sticky motion is absent; and (iv) although strong noise intensities induce an ergodic-like behavior with exponential decays of RTS, the largest Lyapunov exponent is reminiscent of the regular islands.
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