Ternovoj M. The information processing approach basing on tree-like fuzzy knowledgebases with combined inference scheme.

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0407U002329

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

21-05-2007

Specialized Academic Board

Д 26.002.03

Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"r

Essay

The approach of unordered fuzzy knowledgebase reduction to tree-like structure is developed in thesis. The fuzzy inference system is modified. The limitations when the part of fuzzy knowledgebase might be used as logical knowledgebase are proposed. The construction and setup method of fuzzy knowledgebases is modified. The fuzzy logic model for classification problem solving is improved. The information processing method basing on tree-like fuzzy knowledgebases with combined inference scheme are developed.The information processing software modules design flexible technology for application of developed methods in complex organization system are constructed and described in paper. It includes software tools of problem domain associating; composition, ordering and setup of fuzzy knowledgebase.The application of obtained science and practical results brings to time reduction of information processing software modules design for such systems and information-analytic activity improvement in them.

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