Scale-invariant correlations in the biological and social sciences

被引:8
作者
Stanley, HE [1 ]
Amaral, LAN
Andrade, JS
Buldyrev, SV
Havlin, S
Makse, HA
Peng, CK
Suki, B
Viswanathan, G
机构
[1] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[2] Boston Univ, Dept Phys, Boston, MA 02215 USA
[3] Univ Fed Ceara, Dept Fis, BR-60451970 Fortaleza, Ceara, Brazil
[4] Bar Ilan Univ, Minerva Ctr Phys Mesoscop Fractals & Neural Netwo, Ramat Gan, Israel
[5] Bar Ilan Univ, Dept Phys, Ramat Gan, Israel
[6] Harvard Univ, Beth Israel Hosp, Sch Med, Div Cardiovasc, Boston, MA 02215 USA
[7] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
来源
PHILOSOPHICAL MAGAZINE B-PHYSICS OF CONDENSED MATTER STATISTICAL MECHANICS ELECTRONIC OPTICAL AND MAGNETIC PROPERTIES | 1998年 / 77卷 / 05期
关键词
D O I
10.1080/13642819808205030
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this opening introductory paper, we discuss the possibility that scale-invariant correlations may be a feature of biological and possibly even social systems. We illustrate this possibility by reviewing recent work at Boston University. Specifically, we focus first on the apparent scale-invariant correlations in non-coding deoxyribonucleic acid (DNA) and show that this feature can be used to distinguish coding and non-coding DNA. We argue that the inflating a degassed lung is characterized by a cascade of avalanches, as the airways successively open, and that distribution functions characterizing this cascade are scale invariant. Moving from the lung to the heart, we find that the sequence of interbeat intervals is characterized by scale-invariant correlations in health, but not in disease. Moving from individual organs to entire organisms, we discuss recent experimental evidence that the foraging behaviour of the wandering albatross is governed by a scale-invariant Levy distribution. Finally, we enquire whether scale invariance describes not only animal behaviour but also human behaviour. To this end, we analyse data on urban growth patterns, on finance and on economics. For all cases, we find empirical evidence of scaling behaviour. We conclude by asking why such complex systems might display scale invariance.
引用
收藏
页码:1373 / 1388
页数:16
相关论文
共 53 条
[1]  
Amaral LAN, 1997, J PHYS I, V7, P621
[2]   Power law scaling for a system of interacting units with complex internal structure [J].
Amaral, LAN ;
Buldyrev, SV ;
Havlin, S ;
Salinger, MA ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 1998, 80 (07) :1385-1388
[3]   Fluid flow through porous media: The role of stagnant zones [J].
Andrade, JS ;
Almeida, MP ;
Mendes, J ;
Havlin, S ;
Suki, B ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 1997, 79 (20) :3901-3904
[4]  
ANDRADE JS, 1997, UNPUB PHYS REV LETT
[5]  
Andrews T., 1869, Philos. Trans. R. Soc. (London), V159, P575, DOI [10.1098/rstl.1869.0021, DOI 10.1098/RSTL.1869.0021]
[6]   CHARACTERIZING LONG-RANGE CORRELATIONS IN DNA-SEQUENCES FROM WAVELET ANALYSIS [J].
ARNEODO, A ;
BACRY, E ;
GRAVES, PV ;
MUZY, JF .
PHYSICAL REVIEW LETTERS, 1995, 74 (16) :3293-3296
[7]  
Barabasi A-Ls, 1995, FRACTAL CONCEPTS SUR, DOI [10.1017/CBO9780511599798, DOI 10.1017/CBO9780511599798]
[8]   Avalanches in the lung: A statistical mechanical model [J].
Barabasi, AL ;
Buldyrev, SV ;
Stanley, HE ;
Suki, B .
PHYSICAL REVIEW LETTERS, 1996, 76 (12) :2192-2195
[9]  
BATTY M, 1994, FRACTAL CITIRES
[10]   A NEW AGGREGATION MODEL - APPLICATION TO TOWN GROWTH [J].
BENGUIGUI, L .
PHYSICA A, 1995, 219 (1-2) :13-26