Title :
Visual aid for better control parameter configuration of differential evolution
Author :
Miroslav Červenka;Hana Boudná
Author_Institution :
Department of Applied Informatics, Tomas Bata University, Zlin, Czech Republic
Abstract :
This paper considers the relationship between Differential Evolution´s configuration parameters F, CR and the actual solution quality the optimisation process can yield. We present a set of visual maps displaying this dependency for six standard test functions and ten variants of Differential Evolution.
Keywords :
"Size control","Convergence","Evolutionary computation","Chromium","Genetic mutations","Informatics","Optimal control","Design optimization","Computational intelligence","Computer industry"
Conference_Titel :
Computational Intelligence and Industrial Applications, 2009. PACIIA 2009. Asia-Pacific Conference on
Print_ISBN :
978-1-4244-4606-3
DOI :
10.1109/PACIIA.2009.5406393
