The use of optimization in fuzzy knowledge system construction

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23510%2F03%3A00000031" target="_blank" >RIV/49777513:23510/03:00000031 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
The use of optimization in fuzzy knowledge system construction
Original language description
In the paper the fuzzy data processing and an application of the optimization for knowledge system construction are presented. This knowledge system works on the base of fuzzy classification. The application of a learning method to the input data for the purpose of classification is proposed. The mathematical optimization algorithm for the etalon searching for classified class is used and applied for the classification and implementation of a knowledge base. The structure of the input and output d atais represented in the form of fuzzy sets and membership function values of these sets. The construction of these sets and transformation of linguistic variables are described. Finally the construction of output membership function is proposed and defuzzification is described. The application of the proposed algorithms is presented on the example of the system for job hunting.
Czech name
—
Czech description
—

Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)