IDENTIFICATION OF THE PARAMETERS OF FUZZY APPROXIMATORS AND CLASSIFIERS BASED ON THE CUCKOO SEARCH ALGORITHM
I. A. Hodashinsky, D. Yu. Minina, K. S. Sarin
Tomsk State University of Control Systems and Radio Electronics, pr. Lenina 40, Tomsk, 634050 Russia
Keywords: нечёткий аппроксиматор, нечёткий классификатор, идентификация параметров, алгоритм В«кукушкин поискВ», fuzzy approximator, fuzzy classifier, parameter identification, cuckoo search algorithm
Abstract
A cuckoo search algorithm for identifying the parameters of fuzzy approximators and classifiers is presented. The results of experiments on eight sets of data from the KEEL repository are described. Comparison with analogs are given.
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