DocumentCode
2726833
Title
Real-parameter optimization performance study on the CEC-2005 benchmark with SPC-PNX
Author
Ballester, Pedro J. ; Stephenson, John ; Carter, Jonathan N. ; Gallagher, Kerry
Author_Institution
Dept. of Earth Sci. & Eng., Imperial Coll. London
Volume
1
fYear
2005
fDate
5-5 Sept. 2005
Firstpage
498
Abstract
This paper presents a performance study of a real-parameter genetic algorithm (SPC-PNX) on a new benchmark of real-parameter optimisation problems. This benchmark provides a systematic way to compare different optimisation methods on exactly the same test problems. These problems were designed to be hard as they incorporate features that have been shown to pose great difficulty to many optimisation methods
Keywords
genetic algorithms; parameter estimation; CEC-2005 benchmark; SPC-PNX; real-parameter genetic algorithm; real-parameter optimization; Algorithm design and analysis; Benchmark testing; Design optimization; Evolutionary computation; Genetic algorithms; Genetic engineering; Geoscience; Optimization methods; Performance analysis; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Conference_Location
Edinburgh, Scotland
Print_ISBN
0-7803-9363-5
Type
conf
DOI
10.1109/CEC.2005.1554724
Filename
1554724
Link To Document