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Interpolating Strange Attractors via Fractional Brownian Bridges

We present a novel method for interpolating univariate time series data. The proposed method combines multi-point fractional Brownian bridges, a genetic algorithm, and Takens’ theorem for reconstructing a phase space from univariate time series data. The basic idea is to first generate a population...

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Detalles Bibliográficos
Autores principales: Raubitzek, Sebastian, Neubauer, Thomas, Friedrich, Jan, Rauber, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141589/
https://www.ncbi.nlm.nih.gov/pubmed/35626601
http://dx.doi.org/10.3390/e24050718