Open AccessSYSTEM OF THE COMPLICATED PRACTICAL PROBLEMS ANALYSIS
Author(s) -
A.V. Kolesnikov,
O.P. Fedorov
Publication year - 2002
Publication title -
mathematical modelling and analysis/mathematical modeling and analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.491
H-Index - 25
eISSN - 1648-3510
pISSN - 1392-6292
DOI - 10.3846/13926292.2002.9637181
Subject(s) - consistency (knowledge bases) , realization (probability) , computer science , homogeneous , knowledge base , distortion (music) , fuzzy logic , mathematics , algorithm , artificial intelligence , statistics , amplifier , computer network , bandwidth (computing) , combinatorics
The original methodology of the system analysis of the inhomogeneous problem is offered, including stages of its reducing to homogeneous parts and selecting for them appropriate toolkits: methods and models. This system applies the accumulated knowledge and the experts skills to refer of each homogeneous problem to one or several alternative classes of modelling methods: analytical methods, statistical methods, artificial neuronets, knowledge based systems, fuzzy systems, genetic algorithms. The knowledge base testing has shown sufficiency and consistency of knowledge for realization of the inhomogeneous problems analysis even in conditions with a low and average distortion in the problem descriptions.