Genetic algorithms with variable mutation rates: Application to fuzzy logic controller design
1997 ◽
Vol 211
(2)
◽
pp. 157-167
◽
Keyword(s):
Three variable mutation rate strategies for improving the performance of genetic algorithms (GAs) are described. The problem of optimizing fuzzy logic controllers is used to evaluate a GA adopting these strategies against a GA employing a static mutation regime. Simulation results for a second-order time-delayed system controlled by fuzzy logic controllers (FLCs) obtained using the different GAs are presented.
1995 ◽
Vol 12
(3-4)
◽
pp. 299-315
◽
2009 ◽
Vol 179
(13)
◽
pp. 2158-2174
◽
Keyword(s):
2015 ◽
Vol 14
(05)
◽
pp. 1063-1092
◽
Keyword(s):
Keyword(s):
Keyword(s):