GENERATION OF COMPLEX NONLINEAR BENCHMARK FUNCTIONS FOR OPTIMIZATION USING FUZZY SETS AND CLASSICAL TEST FUNCTIONS GENERACIÓN DE FUNCIONES BENCHMARK COMPLEJAS NO LINEALES PARA OPTIMIZACIÓN USANDO CONJUNTOS DIFUSOS Y FUNCIONES DE PRUEBA CLÁSICAS

GENERATION OF COMPLEX NONLINEAR BENCHMARK FUNCTIONS FOR OPTIMIZATION USING FUZZY SETS AND CLASSICAL TEST FUNCTIONS GENERACIÓN DE FUNCIONES BENCHMARK COMPLEJAS NO LINEALES PARA OPTIMIZACIÓN USANDO CONJUNTOS DIFUSOS Y FUNCIONES DE PRUEBA CLÁSICAS

In this paper, we present a novel methodology to generate complex functions using two-dimensional fuzzy sets as weights for combining classical benchmark functions. These new functions have different characteristics from original ones, but the minimum, borders and geometry characteristics of the fun...

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Bibliographic Details
Main Authors: Eddy Mesa, Juan David Velásquez, Patricia Jaramillo
Format: Article
Language:English
Published: Universidad de Medellín 2011-12-01
Series:Revista Ingenierías Universidad de Medellín
Subjects:
minimización
maximización
operadores difusos
optimización global
problemas de prueba
minimization
maximization
fuzzy operators
global optimization
test problems
Online Access:http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S1692-33242011000200016

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