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2013 | 11 | 6 | 724-739
Tytuł artykułu

Self-similarity principle: the reduced description of randomness

Treść / Zawartość
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A new general fitting method based on the Self-Similar (SS) organization of random sequences is presented. The proposed analytical function helps to fit the response of many complex systems when their recorded data form a self-similar curve. The verified SS principle opens new possibilities for the fitting of economical, meteorological and other complex data when the mathematical model is absent but the reduced description in terms of some universal set of the fitting parameters is necessary. This fitting function is verified on economical (price of a commodity versus time) and weather (the Earth’s mean temperature surface data versus time) and for these nontrivial cases it becomes possible to receive a very good fit of initial data set. The general conditions of application of this fitting method describing the response of many complex systems and the forecast possibilities are discussed.
Wydawca

Czasopismo
Rocznik
Tom
11
Numer
6
Strony
724-739
Opis fizyczny
Daty
wydano
2013-06-01
online
2013-10-09
Twórcy
  • Theoretical Physics Department, Institute of Physics, Kazan Federal University, Kremlevskaya str., 18, 420008, Kazan, Tatarstan, Russian Federation, renigmat@gmail.com
  • Dept. of Electrical Engineering, Institute of Engineering of Polytechnic of Porto, Rua Dr. Antonio Bernardino de Almeida, 431, 4200-072, Porto, Portugal, jtm@isep.ipp.pt
autor
  • Dept. of Quantitative Methods, ISCTE Business School, Av. das Forças Armadas, 1649-025, Lisbon, Portugal, rui.menezes@iscte.pt
Bibliografia
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Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.-psjd-doi-10_2478_s11534-013-0181-9
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