Chaos in Dynamical Systems: How Uncertainty Arises in Scientific and Engineering Phenomena
Introductory Statistics and Random Phenomena(2017)
摘要
The two preceding chapters analyzed the phenomenon of randomness from the viewpoint of algorithmic and computational complexity
of a fixed string of data, and in the context of the formal mathematical probability theory based on Kolmogorov’s concept
of a sequence of statistically independent random variables. We complete this picture in the present chapter by demonstrating
that certain, seemingly deterministic, dynamical systems also exhibit some attributes of randomness such as stability of frequencies
and fluctuations. The essential features here are nonlinearity and/or sensitive dependence on initial conditions.
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