DocumentCode
2459728
Title
Constrained Real-Parameter Optimization with Generalized Differential Evolution
Author
Kukkonen, Samu ; Lampinen, Jouni
Author_Institution
Department of Information Technology, Lappeenranta University of Technology, P.O. Box 20, FIN-53851 Lappeenranta, Finland, email: saku.kukkonen@lut.fi
fYear
0
fDate
0-0 0
Firstpage
207
Lastpage
214
Abstract
This paper presents results for the CEC 2006 Special Session on Constrained Real-Parameter Optimization where the Generalized Differential Evolution (GDE) has been used to solve given test problems. The given problems consist of 24 problems having one objective function and one or more in-/equality constraints. Almost all the problems were solvable in a given maximum number of solution candidate evaluations. The paper also shows how GDE actually needs lower number of function evaluations than usually required.
Keywords
optimisation; constrained real-parameter optimization; function evaluations; generalized differential evolution; Chromium; Constraint optimization; Costs; Evolutionary computation; Genetic mutations; Information technology; Manufacturing; Size control; Testing; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-9487-9
Type
conf
DOI
10.1109/CEC.2006.1688310
Filename
1688310
Link To Document