Based on the observations of dynamical system, we define partition ξ_ε, which represents dynamical system as good as possible in the sense of its entropy. The suggested method utilizes ε-entropy, ε-capacity, and the introduced ε-information. The resulting algorithm is also useful for defining bin lengths of histograms, especially for multimodal distributions.
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Subject: Computer Science and Mathematics - Applied Mathematics
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