Literature DB >> 20866560

Universality of Zipf's law.

Bernat Corominas-Murtra1, Ricard V Solé.   

Abstract

Zipf's law is the most common statistical distribution displaying scaling behavior. Cities, populations or firms are just examples of this seemingly universal law. Although many different models have been proposed, no general theoretical explanation has been shown to exist for its universality. Here, we show that Zipf's law is, in fact, an inevitable outcome of a very general class of stochastic systems. Borrowing concepts from Algorithmic Information Theory, our derivation is based on the properties of the symbolic sequence obtained through successive observations over a system with an ubounded number of possible states. Specifically, we assume that the complexity of the description of the system provided by the sequence of observations is the one expected for a system evolving to a stable state between order and disorder. This result is obtained from a small set of mild, physically relevant assumptions. The general nature of our derivation and its model-free basis would explain the ubiquity of such a law in real systems.

Mesh:

Year:  2010        PMID: 20866560     DOI: 10.1103/PhysRevE.82.011102

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  12 in total

1.  New indexes for compound prioritization and complexity quantification on environmental monitoring inventories.

Authors:  Antoni Ginebreda; Aleksandra Jelić; Mira Petrović; Miren López de Alda; Damià Barceló
Journal:  Environ Sci Pollut Res Int       Date:  2011-07-07       Impact factor: 4.223

2.  Understanding scaling through history-dependent processes with collapsing sample space.

Authors:  Bernat Corominas-Murtra; Rudolf Hanel; Stefan Thurner
Journal:  Proc Natl Acad Sci U S A       Date:  2015-04-13       Impact factor: 11.205

3.  Understanding Zipf's law of word frequencies through sample-space collapse in sentence formation.

Authors:  Stefan Thurner; Rudolf Hanel; Bo Liu; Bernat Corominas-Murtra
Journal:  J R Soc Interface       Date:  2015-07-06       Impact factor: 4.118

4.  Zipf's Law, unbounded complexity and open-ended evolution.

Authors:  Bernat Corominas-Murtra; Luís F Seoane; Ricard Solé
Journal:  J R Soc Interface       Date:  2018-12-21       Impact factor: 4.118

5.  The workings of the maximum entropy principle in collective human behaviour.

Authors:  A Hernando; R Hernando; A Plastino; A R Plastino
Journal:  J R Soc Interface       Date:  2013-01-06       Impact factor: 4.118

Review 6.  Zipf's word frequency law in natural language: a critical review and future directions.

Authors:  Steven T Piantadosi
Journal:  Psychon Bull Rev       Date:  2014-10

7.  Zipf's law in short-time timbral codings of speech, music, and environmental sound signals.

Authors:  Martín Haro; Joan Serrà; Perfecto Herrera; Alvaro Corral
Journal:  PLoS One       Date:  2012-03-29       Impact factor: 3.240

8.  A common construction pattern of English words and Chinese characters.

Authors:  Jiping Huang
Journal:  PLoS One       Date:  2013-09-02       Impact factor: 3.240

9.  Zipf's law holds for phrases, not words.

Authors:  Jake Ryland Williams; Paul R Lessard; Suma Desu; Eric M Clark; James P Bagrow; Christopher M Danforth; Peter Sheridan Dodds
Journal:  Sci Rep       Date:  2015-08-11       Impact factor: 4.379

10.  Whole transcriptome organisation in the dehydrated supraoptic nucleus.

Authors:  C C T Hindmarch; P Franses; B Goodwin; D Murphy
Journal:  Braz J Med Biol Res       Date:  2013-12-02       Impact factor: 2.590

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