Application of the hidden periodicity detection algorithm in hydrogeology, geophysics and voice recognition
Magzhan Aliaskar, Talgat Zh. Mazakov, Aigerim T. Mazakova, Sholpan A. Jomartova, Nurdaulet Issimov, Akerke Dossanalyieva · 2025
The article is devoted to the development of an algorithm for identifying hidden periodicities. The proposed algorithm is implemented in Python and applied to calculate geophysical and hydrological parameters characterizing the climate in a given region. The effectiveness of the algorithm proposed by the authors is demonstrated by calculating the period of solar activity using Wolf numbers and identifying the characteristics of a specific person's voice.The developed algorithm for identifying hidden periodicities is based on solving a number of optimization problems, is universal and can be quickly adapted to various applications. The article presents the results of numerical calculations and assesses the future prospects for the development of such systems.The algorithms presented in the work can be applied to identify hidden periodicities of various physical, chemical and economic processes.