Control of the Reliability of Textual Information in Documents Based on Neuro-Fuzzy Identification
No Thumbnail Available
Date
Journal Title
Journal ISSN
Volume Title
Publisher
Publishing House Education and Science s.r.o.
Abstract
Description
Constructive approaches, methods, algorithms and a software package for improving the reliability of transmission and processing of electronic documents in electronic document management systems based on soft computing have been developed. The methods of parametric identification, linear, non-linear functional dependencies, identifiers and approximators of fuzzy models, as well as neural networks have been studied. Knowledge bases of fuzzy rules and databases are implemented. Modified operators of the genetic algorithm are proposed, which are tied into the structure of mechanisms for fuzzy control of the reliability of texts of electronic documents.
Keywords
reliability of information, fuzzy model, neural network, parametric, structural identification, optimization