DocumentCode
1644127
Title
Recombining angles in Differential Evolution
Author
Kristensen, Thomas G.
Author_Institution
Bioinf. Res. Center, Aarhus Univ., Arhus
fYear
2009
Firstpage
3353
Lastpage
3356
Abstract
In this paper we wish to investigate how optimization problems involving angles can best be handled when using Differential Evolution (DE) as the optimization technique. Specifically we state the hypothesis that angles should not be recombined naively. To investigate this hypothesis we define two simple optimization problems involving angles and investigate our hypothesis on these by creating two angle recombination strategies for the DE algorithm. Our hope is that real world problems containing angles can benefit from this study, and we therefore test our hypothesis on a problem from the field of computational chemistry.
Keywords
evolutionary computation; optimisation; angle recombination strategy; differential evolution; optimization problem; Bioinformatics; Chemistry; Chromium; Design optimization; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2009. CEC '09. IEEE Congress on
Conference_Location
Trondheim
Print_ISBN
978-1-4244-2958-5
Electronic_ISBN
978-1-4244-2959-2
Type
conf
DOI
10.1109/CEC.2009.4983370
Filename
4983370
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