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Title of Article

ABOUT ONE HYBRID IMMUNE ALGORITHM FOR ZERO ORDER TSK FUZZY SYSTEMS PARAMETRIC OPTIMIZATION


Issue
2
Date
2010

Section
INFORMATION TECHNOLOGIES

Article type
scientific article
UDC
519.673:004.89
Pages
164-170
Keywords
Takagi-Sugeno-Kang fuzzy system, immune clonal selection algorithm, PSO algorithm


Authors
Efimov A.S.
Nizhegorodskiy gosuniversitet im. N.I. Lobachevskogo


Abstract
A hybrid immune algorithm for zero-order Takagi-Sugeno-Kang fuzzy system parametric optimization has been proposed. The algorithm uses the advantages of immune clonal selection algorithm, PSO algorithm and backpropagation algorithm. The parallel algorithm implementation efficiency has been demonstrated for determination of individual target doses of radioiodine(131I) in the treatment of diffuse toxic goiter.

File (in Russian)