System of the complicated practical problems analysis

• Main Authors: A. V. Kolesnikov, O. P. Fedorov
• Format: Article
• Language: English
• Published: Vilnius Gediminas Technical University 2002-06-01
• Series: Mathematical Modelling and Analysis
• Subjects: -
• Online Access: https://journals.vgtu.lt/index.php/MMA/article/view/9832

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. Sudėtingų praktinių uždavinių sistemos analizė Santrauka Pasiūlyta nehomogeninio uždavinio sistemines analizes originali metodika. Ji apima redukcijos i homogenines dalis etapus, parenka atitinkamus metodus ir modelius. Sukauptos teorines žinios ir ekspertu igūdžiai pritaikomi priskiriant kiekviena homogenini uždavini vienai arba kelioms modeliavimo metodu alternatyvioms klasems. Teoriniu žiniu testavimas duoda pakankama ir nuoseklia analize realizuojant nehomogenines sistemas, esant mažiems ir vidutiniams netikslumams problemos apibūdinime.  First Published Online: 14 Oct 2010