Title :
Optimization of fuzzy systems parameters based on the “Great Deluge” algorithm
Author :
Olga Sonich;Ilya Hodashinsky
Author_Institution :
Department of Complex Information Security of Computer Systems, TUSUR, Tomsk, Russian Federation
Abstract :
The paper considers basic phases of fuzzy systems construction: expert evaluation, structure identification, parameter estimation. For solving the problem optimization of fuzzy systems parameters applied the Great Deluge algorithm. Experiments for analyzing the performance of the algorithms for optimization and fuzzy system are described.
Keywords :
"Classification algorithms","Approximation algorithms","Fuzzy systems","Algorithm design and analysis","Optimization","Approximation methods","Linear programming"
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
DOI :
10.1109/FUZZ-IEEE.2015.7338047
