Scale-free Ideal Gas
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The scale-free ideal gas (SFIG) is a physical model assuming a collection of non-interacting elements with a
stochastic Stochastic (; ) is the property of being well-described by a random probability distribution. ''Stochasticity'' and ''randomness'' are technically distinct concepts: the former refers to a modeling approach, while the latter describes phenomena; i ...
proportional growth. It is the scale-invariant version of an
ideal gas An ideal gas is a theoretical gas composed of many randomly moving point particles that are not subject to interparticle interactions. The ideal gas concept is useful because it obeys the ideal gas law, a simplified equation of state, and is ...
. Some cases of city-population, electoral results and cites to scientific journals can be approximately considered scale-free ideal gases. In a one-dimensional discrete model with size-parameter ''k'', where ''k''1 and ''k''''M'' are the minimum and maximum allowed sizes respectively, and ''v'' = ''dk''/''dt'' is the growth, the bulk
probability density function In probability theory, a probability density function (PDF), density function, or density of an absolutely continuous random variable, is a Function (mathematics), function whose value at any given sample (or point) in the sample space (the s ...
''F''(''k'', ''v'') of a scale-free ideal gas follows : F(k,v)=\frac\frac, where ''N'' is the total number of elements, Ω = ln ''k''1/''k''''M'' is the logarithmic "volume" of the system, \overline=\langle v/k \rangle is the mean relative growth and \sigma_w is the standard deviation of the relative growth. The
entropy Entropy is a scientific concept, most commonly associated with states of disorder, randomness, or uncertainty. The term and the concept are used in diverse fields, from classical thermodynamics, where it was first recognized, to the micros ...
equation of state is : S=N\kappa\left\, where \kappa is a constant that accounts for dimensionality and H'=1/M\Delta\tau is the elementary volume in phase space, with \Delta\tau the elementary time and ''M'' the total number of allowed discrete sizes. This expression has the same form as the one-dimensional ideal gas, changing the thermodynamical variables (''N'', ''V'', ''T'') by (''N'', Ω,''σ''''w'').
Zipf's law Zipf's law (; ) is an empirical law stating that when a list of measured values is sorted in decreasing order, the value of the -th entry is often approximately inversely proportional to . The best known instance of Zipf's law applies to the ...
may emerge in the external limits of the density since it is a special regime of scale-free ideal gases.


References

{{Reflist Ideal gas Scale-invariant systems