Warning: Table './science/watchdog' is marked as crashed and should be repaired query: INSERT INTO watchdog (uid, type, message, variables, severity, link, location, referer, hostname, timestamp) VALUES (0, 'php', '%message in %file on line %line.', 'a:4:{s:6:\"%error\";s:7:\"warning\";s:8:\"%message\";s:138:\"realpath(): open_basedir restriction in effect. File(/tmp) is not within the allowed path(s): (/var/www/html/science/science.uni-obuda.hu)\";s:5:\"%file\";s:60:\"/var/www/html/science/science.uni-obuda.hu/includes/file.inc\";s:5:\"%line\";i:200;}', 3, '', 'http://science.uni-obuda.hu/en/node/4763', '', '216.73.216.43', 1764039903) in /var/www/html/science/science.uni-obuda.hu/includes/database.mysql.inc on line 135 Warning: Table './science/watchdog' is marked as crashed and should be repaired query: INSERT INTO watchdog (uid, type, message, variables, severity, link, location, referer, hostname, timestamp) VALUES (0, 'php', '%message in %file on line %line.', 'a:4:{s:6:\"%error\";s:7:\"warning\";s:8:\"%message\";s:138:\"realpath(): open_basedir restriction in effect. File(/tmp) is not within the allowed path(s): (/var/www/html/science/science.uni-obuda.hu)\";s:5:\"%file\";s:60:\"/var/www/html/science/science.uni-obuda.hu/includes/file.inc\";s:5:\"%line\";i:200;}', 3, '', 'http://science.uni-obuda.hu/en/node/4763', '', '216.73.216.43', 1764039903) in /var/www/html/science/science.uni-obuda.hu/includes/database.mysql.inc on line 135 Optimizing Fuzzy Flip-Flop Based Neural Networks by Bacterial Memetic Algorithm | science.uni-obuda.hu
Skip to main content

Optimizing Fuzzy Flip-Flop Based Neural Networks by Bacterial Memetic Algorithm

TitleOptimizing Fuzzy Flip-Flop Based Neural Networks by Bacterial Memetic Algorithm
Publication TypeConference Paper
Year of Publication2009
Publication LanguageEnglish
Pagination1508-1513
AuthorsLovassy, R., L. T. Kóczy, and L. Gál
EditorLovassy, R., L. T. Kóczy, and L. Gál
Conference NameInternational Fuzzy Systems Association European Society for Fuzzy Logic and Technology, IFSA
Conference LocationLisbon, Portugal
Abstract

In our previous work we proposed a Multilayer Perceptron Neural Networks (MLP NN) consisting of fuzzy flip-flops (F3) based on various operations. We showed that such kind of fuzzy-neural network had good learning properties. In this paper we propose an evolutionary approach for optimizing fuzzy flip-flop networks (FNN). Various popular fuzzy operation and three different fuzzy flip-flop types will be compared from the point of view of the respective fuzzy-neural networks’ approximation capability.