Literature DB >> 21230652

Emergence of skew distributions in controlled growth processes.

Segun Goh1, H W Kwon, M Y Choi, J-Y Fortin.   

Abstract

Starting from a master equation, we derive the evolution equation for the size distribution of elements in an evolving system, where each element can grow, divide into two, and produce new elements. We then probe general solutions of the evolution equation, to obtain such skew distributions as power-law, log-normal, and Weibull distributions, depending on the growth or division and production. Specifically, repeated production of elements of uniform size leads to power-law distributions, whereas production of elements with the size distributed according to the current distribution as well as no production of new elements results in log-normal distributions. Finally, division into two, or binary fission, bears Weibull distributions. Numerical simulations are also carried out, confirming the validity of the obtained solutions.

Year:  2010        PMID: 21230652     DOI: 10.1103/PhysRevE.82.061115

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


  2 in total

1.  A novel statistical analysis and interpretation of flow cytometry data.

Authors:  H T Banks; D F Kapraun; W Clayton Thompson; Cristina Peligero; Jordi Argilaguet; Andreas Meyerhans
Journal:  J Biol Dyn       Date:  2013       Impact factor: 2.179

2.  Dynamics of analyst forecasts and emergence of complexity: Role of information disparity.

Authors:  Chansoo Kim; Daniel S Kim; Kwangwon Ahn; M Y Choi
Journal:  PLoS One       Date:  2017-05-12       Impact factor: 3.240

  2 in total

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