METHODOLOGY OF CONSTRUCTIVE MODELING SYSTEMS
Raikhlin V. A.
The conception of constructive modeling systems, the role and place of natural and artificial intelligence are discussed.
THE INTELLIGENT INFORMATION ANALYSIS
BASED ON SOFTWARE TOOL IMSLOG
Yankovskaya A. E., Gedike A. I.
Logical test construction with simultaneously regularities revealing for intelligent information analysis are proposed. Logical (minimal and/or irredundant unconditional and mixed) tests in the intelligent systems with matrix knowledge representation are constructed by use of logic-combinatorial methods and/or the genetic algorithms. Illustrative example is given. The architecture of the intelligent software tool IMSLOG is given. The method of applied intelligent systems construction on the basis of intelligent software tool IMSLOG is described.
LOGIC-SEMIOTIC APPROACH TO A CONSTRUCTION
OF INTELLIGENT DECISION SUPPORT SYSTEM
ON HEAT ENERGY SAVING
Golovina E. Yu.
The logic-semiotic approach to a construction of intelligent decision support systems is suggested. The logic-semiotic model, which is a base for choosing a priority of heat energy saving measures, is described.
SOLUTION OF REDUCTION DIMENSIONALITY DATA SPACE PROBLEM FOR FORECASTING SEVERITY ACUTE PANCREATITIS
Filaretov G. F., Lebedev D. S.
The dimensionality reduction possibility of data space by a method of compression with losses by multilayer auto associative neuronal network with nonlinear functions activation is considered. The comparison of compression efficiency by the auto associative network and by the method of principal components is conducted. The high efficiency of compression by the auto associative network is shown.
GENETIC ALGORITHMS IN INTERACTIVE LEARNING SYSTEMS
Sarkisyan S. G., Hovakimyan A. S., Barkhudaryan S. V.
An approach for constructing one kind of interactive learning systems is considered. Those systems are based on generating teaching scenarios via the characteristics of teaching material and user's knowledge on a current stage of the given course. Genetic Algorithm is used to search those scenarios from the set of all scenarios.