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Congratulations
to Yevgeniya Savchenko
and
Serhiy Yefimenko
who have successfully defended their Candidate dissertations (PhD theses):
Yevgeniya Savchenko: "Method of after-determination for solution of modelling and forecasting problems using GMDH";
Serhiy Yefimenko: "Software toolkit for investigation and application of methods of modelling from statistical data."
We wish them every success in future!
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Department for Information Technologies of Inductive Modelling
Main directions of scientific investigations:
- theory of inductive modelling of complex processes from observation data on the basis of the group method of data handling (GMDH);
- theory and methods of structural identification of optimum forecasting models under conditions of incomplete a priori information;
- creation of intellectual information technologies and tools of modelling and forecasting of complex processes;
- development of methods and solving of applied problems of analysis, modeling, forecasting and optimization of economical, ecological and technological processes.
Received fundamental results:
- GMDH as a method of automatic construction (self organization) of mathematical models of complex objects and processes on the basis of short sets of noisy data;
- theory of inductive (noise-immunity) modelling on the basis of GMDH;
- theory of structural identification of models with minimum error variance;
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News:
The 3rd International Conference on Inductive Modelling (ICIM'2010) will be held in Yevpatoria, 16-23 May, 2010, in conjunction with the International Conference "Intellectual Systems of Decision Making and Problems of Computational Intelligence" ISDMCI 2010.
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The applied results:
- The problem-oriented interactive system ASTRID for the GMDH-based modelling of complex processes.
- A new class of GMDH algorithms - combinatorial-selective - with the polynomial dependence of computing complexity on the number of input variables;
- Method of renewal of omissions in the interconnected statistical data series of economical and ecological processes by means of GMDH;
- Neuronets with active neurons which algorithms based on GMDH.
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Our address:
International Research and Training Centre for Information Technologies and Systems;
40, pr. Akademika Glushkova ,
Kyiv, Ukraine, 03680
Phone: +38 (044) 526-30-28;
Fax: +38 (044) 526-15-70;
E-mail: mgua@irtc.org.ua.
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International and coordinating activity of the department:
- The department is keeping in touch with the scientists of Russia, China, Germany, Czech, USA.
- The department holds the seminar "Modelling of ecology-economic systems on the base of new information technologies".
Carrying out the scientific and technical programs::
- System of intellectual support of operative decisions for socio-economic processes management.
- Technology of evaluation of the national economic safety.
- Technology of exposure of adverse economical tendencies.
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