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Information × Registration Number 0222U002220, 0117U002111 , R & D reports Title Development and research of effective inductive modeling tools for solving computational intelligence problems popup.stage_title Head Stepashko Volodymyr Semenovych, Доктор технічних наук Registration Date 10-02-2022 Organization International Research and Training Center for Information Technologies and Systems NAS and MES of Ukraine popup.description2 A fundamentally new class of selective algorithms for inductive modeling of COMBI-GA based on hybridization of the combinatorial algorithm СOMBI GMDH and genetic algorithms has been developed; proved the structural and statistical stability of the model building process by the COMBI-GA algorithm; the method of reconstruction of missing decadal data on the number of microorganisms in the soil contaminated with heavy metal has been improved; the sorting algorithm with effective parallelization of operations is developed; the correlation-rating selection algorithm of GMDH is developed; developed intelligent user interface; a method for determining the chemical composition of an unknown alloy by calculating a quantitative measure of the distance between the experimental and reference cooling functions of the casting was developed. Applied results. The effectiveness of the developed technologies of inductive modeling is demonstrated in solving real problems of modeling and forecasting of complex objects and processes of different nature: the number of patients with coronavirus in Ukraine; dependence of the number of amylolytic microorganisms in the soil on weather conditions and concentrations of heavy metal; dependence of chlorophyll "a" concentration in phytoplankton of Kakhovka and Kremenchug reservoirs on hydrochemical and hydrological indicators; the process of cooling metal foundries; dynamics of growth of trees irrigated by sewage; fuel and energy balance of the country taking into account the forecast of final energy consumption, etc. The results of research and developed technologies are implemented in the following organizations: Institute of Microbiology and Virology. D.K. Zabolotny NASU (models of changes in the number of microorganisms) and the private enterprise "EON PLUS" (method for determining the chemical composition of the alloy).  Product Description popup.authors Yefimenko Serhii M Moroz Olga H Pidnebesna Halina A Pavlov Andrii A Savchenko-Syniakova Yevheniia Stepashko Volodymyr S Somina Liudmyla P Tokova Olena V popup.nrat_date 2022-03-09 Close