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单词 fractal dimension
释义
fractal dimension

Mathematics
  • One of the many extensions (see Hausdorff dimension) of the notion of dimension to objects for which the traditional concept of dimension is not appropriate. The fractal dimension may have a non‐integer value. The Koch curve has dimension log34 ≈ 1.26. The Cantor set has dimension log32 ≈ 0.63. Fractal dimension has found applications analysing chaotic or noisy processes (see chaos).


Statistics
  • A generalization of the usual idea of dimension that permits non-integer values. For a plane set of points, the fractal dimension is estimated as follows. A lattice of square boxes of side s is superimposed over the set. The number, N(s), of these boxes that contain a portion of the set is determined. This is repeated for a range of values of s. When ln{N(s)} is plotted against −ln(s) the result will be an approximate straight line. The fractal dimension is the slope of this line. An ordinary curve has a fractal dimension equal to 1. Any set of points in a plane has a fractal dimension not greater than 2.


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