A generic scheme for choosing models and characterizations of complex systems

Physics – Data Analysis – Statistics and Probability

Scientific paper

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4 pages, 2 figures

Scientific paper

It is argued that the two problems of choosing characterizations and models
of complex systems should not be considered independently. A particular
criterion for these choices, oriented on the potential usefulness of the
results, is considered, and a generic formalization applicable to realistic
experiments is developed. It is applied to Kuramoto-Sivashinsky chaos.

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