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
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;
Conference_Titel :
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9487-9
DOI :
10.1109/CEC.2006.1688310