Title :
Distributed Genetic Algorithm for Finding Fuzzy Rational Approximators
Author :
Brudaru, Octav ; Buzatu, Octavian
Author_Institution :
Technical University "Gh. Asachi" Iasi, Romania
Abstract :
This paper deals with the finding of a fuzzy rational function that best fits on a given set of input-output patterns of an unknown fuzzy dependency. In order to solve this problem a distributed genetic algorithm based on the island model is presented. Experimental investigations for evaluating the performance of the proposed distributed algorithm are also described.
Keywords :
Active appearance model; Algorithm design and analysis; Arithmetic; Computer science; Distributed algorithms; Distributed computing; Fuzzy sets; Genetic algorithms; Gravity; Polynomials;
Conference_Titel :
Parallel Computing in Electrical Engineering, 2004. PARELEC 2004. International Conference on
Print_ISBN :
0-7695-2080-4
DOI :
10.1109/PCEE.2004.27
