Time series analysis by Kauffman networks

Hakman A. WAN

Research output: Journal PublicationsJournal Article (refereed)

Abstract

This paper describes a way by which a Kauffman Network can be identified so that it can be used to model a system. The only known characteristics of the system is a time series of observations over the system. Fourier analysis is applied to the time series to determine the size of the Network, the values that the cells may assume, and the transition rules. Results of several experiments are reported and found to be supportive to the method derived.
Original languageEnglish
Pages (from-to)49-61
Number of pages13
JournalInternational Journal of Computer Mathematics
Volume60
Issue number1-2
DOIs
Publication statusPublished - 1 Jan 1996

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Keywords

  • Cellular automata
  • Fourier analysis
  • Kauffman networks

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