Iterated function system models in data analysis: Detection and separation
نویسندگان
چکیده
منابع مشابه
Iterated function system models in data analysis: detection and separation.
We investigate the use of iterated function system (IFS) models for data analysis. An IFS is a discrete-time dynamical system in which each time step corresponds to the application of one of the finite collection of maps. The maps, which represent distinct dynamical regimes, may be selected deterministically or stochastically. Given a time series from an IFS, our algorithm detects the sequence ...
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We investigate the use of iterated function system (IFS) models for data analysis. An IFS is a discrete dynamical system in which each time step corresponds to the application of one of a finite collection of maps. The maps, which represent distinct dynamical regimes, may act in some predetermined sequence or may be applied in random order. An algorithm is developed to detect the sequence of re...
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ژورنال
عنوان ژورنال: Chaos: An Interdisciplinary Journal of Nonlinear Science
سال: 2012
ISSN: 1054-1500,1089-7682
DOI: 10.1063/1.3701728