Information transfer between dynamical system components

被引:134
作者
Liang, XS [1 ]
Kleeman, R [1 ]
机构
[1] NYU, Courant Inst Math Sci, New York, NY 10012 USA
关键词
D O I
10.1103/PhysRevLett.95.244101
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We present a rigorous formalism of information transfer for systems with dynamics fully known. This follows from an accurate classification of the mechanisms for the entropy change of one component into a self-evolution plus a transfer from the other component. The formalism applies to both continuous flows and discrete maps. The resulting transfer measure possesses a property of asymmetry and is qualitatively consistent with the classical measures. It is further validated with the baker transformation and the Henon map.
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页数:4
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