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相关论文: Zipf's law in Multifragmentation

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We introduce a non-growth model that generates the power-law distribution with the Zipf exponent. There are N elements, each of which is characterized by a quantity, and at each time step these quantities are redistributed through binary…

统计力学 · 物理学 2012-04-27 Suhan Ree

In the last years, researchers have realized the difficulties of fitting power-law distributions properly. These difficulties are higher in Zipf's systems, due to the discreteness of the variables and to the existence of two representations…

数据分析、统计与概率 · 物理学 2022-11-29 Alvaro Corral , Isabel Serra , Ramon Ferrer-i-Cancho

We perform a quantitative analysis of extensive chess databases and show that the frequencies of opening moves are distributed according to a power-law with an exponent that increases linearly with the game depth, whereas the pooled…

物理与社会 · 物理学 2009-11-18 B. Blasius , R. Toenjes

Using an exhaustive list of Japanese bankruptcy in 1997, we discover a Zipf law for the distribution of total liabilities of bankrupted firms in high debt range. The life-time of these bankrupted firms has exponential distribution in…

统计力学 · 物理学 2009-11-10 Yoshi Fujiwara

The binary many-step Markov chain with the step-like memory function is considered as a model for the analysis of rank distributions of words in stochastic symbolic dynamical systems. We prove that the envelope curve for this distribution…

物理学史与哲学 · 物理学 2007-05-23 K. E. Kechedzhy O. V. Usatenko , V. A. Yampol'skii

Zipf's law states that if words of language are ranked in the order of decreasing frequency in texts, the frequency of a word is inversely proportional to its rank. It is very robust as an experimental observation, but to date it escaped…

计算与语言 · 计算机科学 2009-01-22 Dmitrii Manin

In his pioneering research, G. K. Zipf observed that more frequent words tend to have more meanings, and showed that the number of meanings of a word grows as the square root of its frequency. He derived this relationship from two…

计算与语言 · 计算机科学 2020-09-24 Ramon Ferrer-i-Cancho , Michael S. Vitevitch

n-tuple power law widely exists in language, computer program code, DNA and music. After a vast amount of Zipf analyses of n-tuple power law from empirical data, we propose a model to explain the n-tuple power law feature existed in these…

数据分析、统计与概率 · 物理学 2009-08-05 Xiaocong Gan , Dahui Wang , Zhangang Han

Zipf's law on word frequency is observed in English, French, Spanish, Italian, and so on, yet it does not hold for Chinese, Japanese or Korean characters. A model for writing process is proposed to explain the above difference, which takes…

数据分析、统计与概率 · 物理学 2013-05-03 Linyuan Lu , Zi-Ke Zhang , Tao Zhou

Voids are a prominent feature of fractal point distributions but there is no precise definition of what is a void (except in one dimension). Here we propose a definition of voids that uses methods of discrete stochastic geometry, in…

天体物理学 · 物理学 2008-11-26 Jose Gaite

Some authors have recently argued that a finite-size scaling law for the text-length dependence of word-frequency distributions cannot be conceptually valid. Here we give solid quantitative evidence for the validity of such scaling law,…

数据分析、统计与概率 · 物理学 2018-04-12 Alvaro Corral , Francesc Font-Clos

We present a general approach to explain the Zipf's law of city distribution. If the simplest interaction (pairwise) is assumed, individuals tend to form cities in agreement with the well-known statistics

统计力学 · 物理学 2009-10-31 Matteo Marsili , Yi-Cheng Zhang

Zipf's law of city-size distributions can be expressed by three types of mathematical models: one-parameter form, two-parameter form, and three-parameter form. The one-parameter and one of the two-parameter models are familiar to urban…

物理与社会 · 物理学 2018-12-19 Yanguang Chen

The dependence with text length of the statistical properties of word occurrences has long been considered a severe limitation quantitative linguistics. We propose a simple scaling form for the distribution of absolute word frequencies…

物理与社会 · 物理学 2015-06-15 Francesc Font-Clos , Gemma Boleda , Álvaro Corral

An important body of quantitative linguistics is constituted by a series of statistical laws about language usage. Despite the importance of these linguistic laws, some of them are poorly formulated, and, more importantly, there is no…

物理与社会 · 物理学 2020-11-09 Alvaro Corral , Isabel Serra

Zipf's power-law distribution is a generic empirical statistical regularity found in many complex systems. However, rather than universality with a single power-law exponent (equal to 1 for Zipf's law), there are many reported deviations…

物理与社会 · 物理学 2015-03-18 Ryohei Hisano , Didier Sornette , Takayuki Mizuno

Thermal multifragmentation of hot nuclei is interpreted as the nuclear liquid-fog phase transition. The charge distributions of the intermediate mass fragments produced in p(3.6 GeV) + Au and p(8.1 GeV) + Au collisions are analyzed within…

The spatial distribution of people exhibits clustering across a wide range of scales, from household ($\sim 10^{-2}$ km) to continental ($\sim 10^4$ km) scales. Empirical data indicates simple power-law scalings for the size distribution of…

物理与社会 · 物理学 2016-03-23 Henry W. Lin , Abraham Loeb

Zipf's law implies the statistical distributions of hyperbolic type, which can describe the properties of stability and entropy loss in linguistics. We present the information theory from which follows that if the system is described by…

生物物理 · 物理学 2014-03-31 K. Lukierska-Walasek , K. Topolski , K. Trojanowski

A simple fragmentation model is introduced and analysed. We show that, under very general conditions, an effective power law for the mass distribution arises with realistic exponent. This exponent has a universal limit, but in practice the…

凝聚态物理 · 物理学 2009-10-28 M. Marsili , Y. -C. Zhang