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The distribution of human linguistic groups presents a number of interesting and non-trivial patterns. The distributions of the number of speakers per language and the area each group covers follow log-normal distributions, while population…

种群与进化 · 定量生物学 2015-12-16 Jose A. Capitan , Susanna Manrubia

Half of the world population resides in cities and urban segregation is becoming a global issue. One of the best known attempts to understand it is the Schelling model, which considers two types of agents that relocate whenever a transfer…

物理与社会 · 物理学 2022-11-09 Diego Ortega , Javier Rodríguez-Laguna , Elka Korutcheva

Migration plays a crucial role in urban growth. Over time, individuals opting to relocate led to vast metropolises like London and Paris during the Industrial Revolution, Shanghai and Karachi during the last decades and thousands of smaller…

物理与社会 · 物理学 2025-04-03 Rafael Prieto-Curiel , Carmen Cabrera-Arnau

Statistical regularities in human language have fascinated researchers for decades, suggesting deep underlying principles governing its evolution and information structuring for efficient communication. While Zipf's Law describes the…

物理与社会 · 物理学 2025-04-29 Alessandro Bellina , Vito D. P. Servedio

Cities are characterized by the presence of a dense population with a high potential for interactions between individuals of diverse backgrounds. They appear in parallel to the Neolithic revolution a few millennia ago. The advantages…

物理与社会 · 物理学 2022-10-12 Elsa Arcaute , Jose J. Ramasco

In this article, I conduct a textual and contextual analysis of the empirical literature on Zipf's law for cities. Building on previous meta-analysis material openly available, I collect full texts and bibliographies of 66 scientific…

物理与社会 · 物理学 2022-02-01 Clémentine Cottineau

Analysis of the urban population fraction data for sixteen populous countries over the last fifty years reveals a universal increase in urbanization, exhibiting four qualitatively distinct temporal patterns: (i) continuously accelerating…

物理与社会 · 物理学 2026-01-06 Neeraj Pandey , Abhineet Agarwal , Raju Roychowdhury , Karmeshu , Parth Pratim Pandey

We introduce a simple model of economy, where the time evolution is described by an equation capturing both exchange between individuals and random speculative trading, in such a way that the fundamental symmetry of the economy under an…

凝聚态物理 · 物理学 2007-05-23 Jean-Philippe Bouchaud , Marc Mezard

It turns out that some empirical facts in Big Data are the effects of properties of large numbers. Zipf's law 'noise' is an example of such an artefact. We expose several properties of the power law distributions and of similar distribution…

物理与社会 · 物理学 2023-05-09 Horia-Nicolai L. Teodorescu

Statistical laws describe regular patterns observed in diverse scientific domains, ranging from the magnitude of earthquakes (Gutenberg-Richter law) and metabolic rates in organisms (Kleiber's law), to the frequency distribution of words in…

物理与社会 · 物理学 2025-02-14 Eduardo G. Altmann

The frequencies at which individual words occur across languages follow power law distributions, a pattern of findings known as Zipf's law. A vast literature argues over whether this serves to optimize the efficiency of human communication,…

计算与语言 · 计算机科学 2020-01-16 Michael Ramscar

Many studies in Economics and other disciplines have been reporting distributions following power-law behavior (i.e distributions of incomes (Pareto's law), city sizes (Zipf's law), frequencies of words in long sequences of text etc.)[1, 6,…

数学物理 · 物理学 2008-12-10 Francesco Vallone

We introduce a model in which city populations grow at rates proportional to the area of their "sphere of influence", where the influence of a city depends on its population (to power \alpha) and distance from city (to power -\beta) and…

物理与社会 · 物理学 2012-09-25 David Aldous , Bowen Huang

Following Abrams and Strogatz 2003 and Patriarca and Leppanen 2004, five other physics groups independently started to simulate the competition of languages, as opposed to the evolution of a human language out of ape sounds, or the learning…

物理与社会 · 物理学 2007-05-23 Christian Schulze , Dietrich Stauffer

Computer model has been extensively adopted to overcome the time limitation of language evolution by transforming language theory into physical modeling mechanism, which helps to explore the general laws of the evolution. In this paper, a…

系统与控制 · 电气工程与系统科学 2022-10-07 Yu Zhang , Li Liu , Chen Diao , Ning Cai

We consider the time evolution of the supercritical Galton-Watson model of branching particles with extra parameter (mass). In the moment of the division the mass of the particle (which is growing linearly after the birth) is divided in…

概率论 · 数学 2018-08-20 Gregory Derfel , Yaqin Feng , Stanislav Molchanov

We study a mathematical model to describe the evolution of a city, which is determined by the interaction of two large populations of agents, workers and firms. The map of the city is described by a network with the edges representing at…

最优化与控制 · 数学 2024-08-12 Fabio Camilli , Adriano Festa , Luciano Marzufero

The Zipf's law establishes that if the words of a (large) text are ordered by decreasing frequency, the frequency versus the rank decreases as a power law with exponent close to $-1$. Previous work has stressed that this pattern arises from…

物理与社会 · 物理学 2019-04-03 Felipe Urbina , Javier Vera

Zipf's law has been found in many human-related fields, including language, where the frequency of a word is persistently found as a power law function of its frequency rank, known as Zipf's law. However, there is much dispute whether it is…

计算与语言 · 计算机科学 2018-07-06 Shuiyuan Yu , Chunshan Xu , Haitao Liu

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