Adaptation to the edge of chaos in the self-adjusting logistic map

Citation
P. Melby et al., Adaptation to the edge of chaos in the self-adjusting logistic map, PHYS REV L, 84(26), 2000, pp. 5991-5993
Citations number
10
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW LETTERS
ISSN journal
00319007 → ACNP
Volume
84
Issue
26
Year of publication
2000
Pages
5991 - 5993
Database
ISI
SICI code
0031-9007(20000626)84:26<5991:ATTEOC>2.0.ZU;2-P
Abstract
Self-adjusting, or adaptive, systems have gathered much recent interest. We present a model for self-adjusting systems which treats the control parame ters of the system as slowly varying, rather than constant. The dynamics of these parameters is governed by a low-pass filtered feedback from the dyna mical variables of the system. We apply this model to the logistic map and examine the behavior of the control parameter. We find that the parameter l eaves the chaotic regime. We observe a high probability of finding the para meter at the boundary between periodicity and chaos. We therefore find that this system exhibits adaptation to the edge of chaos.