Processing Binary and Fuzzy Logic by Chaotic Time Series Generated by a Hydrodynamic Photochemical Oscillator

Pier Luigi Gentili, Maria Sole Giubila, B. Mark Heron

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

This work demonstrates the computational power of a hydrodynamic photochemical oscillator based on a photochromic naphthopyran generating aperiodic time series. The chaotic character of the time series is tested by calculating its largest Lyapunov exponent and the correlation dimension of its attractor after building its phase space through the Takens’ theorem. Then, the chaotic dynamic is shown to be suitable to implement all the fundamental Boolean two-inputs-one-output logic gates. Finally, the strategy to implement fuzzy logic systems (FLSs) based on the time series is described. Such FLSs promise to be useful in the field of computational linguistics, which is concerned with the development of artificial intelligent systems able to transform collections of numerical data into natural language texts.

Original languageEnglish
Pages (from-to)1831-1841
Number of pages11
JournalChemPhysChem
Volume18
Issue number13
DOIs
Publication statusPublished - 5 Jul 2017

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Fuzzy logic
logic
Time series
Hydrodynamics
hydrodynamics
oscillators
Processing
Computational linguistics
linguistics
Logic gates
Intelligent systems
theorems
exponents
output

Cite this

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Processing Binary and Fuzzy Logic by Chaotic Time Series Generated by a Hydrodynamic Photochemical Oscillator. / Gentili, Pier Luigi; Giubila, Maria Sole; Heron, B. Mark.

In: ChemPhysChem, Vol. 18, No. 13, 05.07.2017, p. 1831-1841.

Research output: Contribution to journalArticle

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