Origins of Taylor's power law for fluctuation scaling in complex systems

被引:49
|
作者
Fronczak, Agata [1 ]
Fronczak, Piotr [1 ]
机构
[1] Warsaw Univ Technol, Fac Phys, PL-00662 Warsaw, Poland
来源
PHYSICAL REVIEW E | 2010年 / 81卷 / 06期
关键词
DYNAMICS; AGGREGATION; ABUNDANCE; BEHAVIOR;
D O I
10.1103/PhysRevE.81.066112
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Taylor's fluctuation scaling (FS) has been observed in many natural and man-made systems revealing an amazing universality of the law. Here, we give a reliable explanation for the origins and abundance of Taylor's FS in different complex systems. The universality of our approach is validated against real world data ranging from bird and insect populations through human chromosomes and traffic intensity in transportation networks to stock market dynamics. Using fundamental principles of statistical physics (both equilibrium and nonequilibrium) we prove that Taylor's law results from the well-defined number of states of a system characterized by the same value of a macroscopic parameter (i.e., the number of birds observed in a given area, traffic intensity measured as a number of cars passing trough a given observation point or daily activity in the stock market measured in millions of dollars).
引用
收藏
页数:13
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