English

Effect of randomness in logistic maps

Statistical Mechanics 2016-02-18 v1

Abstract

We study a random logistic map xt+1=atxt[1xt]x_{t+1} = a_{t} x_{t}[1-x_{t}] where ata_t are bounded (q1atq2q_1 \leq a_t \leq q_2), random variables independently drawn from a distribution. xtx_t does not show any regular behaviour in time. We find that xtx_t shows fully ergodic behaviour when the maximum allowed value of ata_t is 44. However <xt>< x_{t \to \infty}>, averaged over different realisations reaches a fixed point. For 1at41\leq a_t \leq 4 the system shows nonchaotic behaviour and the Lyapunov exponent is strongly dependent on the asymmetry of the distribution from which ata_t is drawn. Chaotic behaviour is seen to occur beyond a threshold value of q1q_1 (q2q_2) when q2q_2 (q1q_1) is varied. The most striking result is that the random map is chaotic even when q2q_2 is less than the threshold value 3.5699......3.5699...... at which chaos occurs in the non random map. We also employ a different method in which a different set of random variables are used for the evolution of two initially identical xx values, here the chaotic regime exists for all q1q2q_1 \neq q_2 values.

Keywords

Cite

@article{arxiv.1503.00427,
  title  = {Effect of randomness in logistic maps},
  author = {Abdul Khaleque and Parongama Sen},
  journal= {arXiv preprint arXiv:1503.00427},
  year   = {2016}
}
R2 v1 2026-06-22T08:41:27.359Z