### Новости искусственного интеллекта, 2005, №1

### Abstract

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.