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中国物理学会期刊

格子复杂性和符号序列的细粒化

CSTR: 32037.14.aps.54.534

Lattice complexity and fine-graining of symbolic sequence

CSTR: 32037.14.aps.54.534
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  • 提出一种新的有限长一维符号序列的复杂性度量——格子复杂性,建立在LempelZiv复杂性和一维迭代映射系统的符号动力学基础上.同时提出了符号序列的细粒化方法,可与格子复杂性以及LempelZiv复杂性结合.新度量在细粒化指数较小时与LempelZiv复杂性基本一致,在细粒化指数增大时显示出截然不同的特性.以Logistic映射为对象的计算实验表明,格子复杂性对混沌区的边缘最敏感.最后还讨论了上述复杂性度量的其他一些重要性质.

     

    A new measure of complexity for finite symbol sequences, named as lattice comple xity, is presented, based on LempelZiv complexity and the symbolic dynamics of onedimensional iterated maps system. To make lattice complexity distinguished from LempelZiv measure, an approach called finegraining method is also prop osed. When finegraining order is small enough, the two measures are almost equ al. When finegraining order goes to large, the differentiation between them be comes apparent. Applying these measures to studies of logistic map, we find thos e be regarded as complex sequences by lattice complexity are clearly generated a t the edge of the chaotic region. The derived properties of the measures are als o discussed.

     

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