Pavlov D. Methods and models of analysis of development of fuzzy ontologies of complex systems

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0408U002442

Applicant for

Specialization

  • 05.13.23 - Системи та засоби штучного інтелекту

14-05-2008

Specialized Academic Board

Д 64.052.01

Kharkiv National University Of Radio Electronics

Essay

The dissertation thesis is concerned to development process modeling of fuzzy ontologies and to the methods of this processes analysis for the subject of adequacy. There are got new theoretical and practical results: for the first time there is built hybrid mathematical model of ontology development, which integrates new extensive and intensive; for the first time developed method of evaluation of ontology adequacy development, which uses new formal criteria of incompleteness and superfluity, that gives an opportunity to move to fuzzy metrical space; for the first time developed method of removal of dynamic antipathy properties of ontological information; there are got further development approaches to representation of fuzzy knowledge in ontologies, that gives an opportunity taking in consideration fuzzy ontologies beyond specifications without loss of conclusions commonness; for solution of practical tasks there are suggested and grounded algorithmic facilities of ontology development analysis, thatare based on calculation of generalized inadequacy criteria according to worked out hybrid models of fuzzy ontologies development; there is suggested and grounded structure and functions of instrumental facilities of practical tasks solving for decision support.

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