DocumentCode
2730077
Title
Experimental results for the special session on real-parameter optimization at CEC 2005: a simple, continuous EDA
Author
Yuan, Bo ; Gallagher, Marcus
Author_Institution
Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia
Volume
2
fYear
2005
fDate
2-5 Sept. 2005
Firstpage
1792
Abstract
A comprehensive set of experiments was conducted with a continuous EDA on 25 test problems provided in the real-parameter optimization special session. It is expected that the results presented here could be used to gain some deeper understanding of the performance of the EDA as well as facilitate the comparison across different algorithms.
Keywords
estimation theory; optimisation; statistical distributions; CEC 2005; estimation of distribution algorithm; real-parameter optimization; Australia; Covariance matrix; Electronic design automation and methodology; Evolutionary computation; Gaussian distribution; Information technology; Matrix decomposition; Sampling methods; Special issues and sections; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN
0-7803-9363-5
Type
conf
DOI
10.1109/CEC.2005.1554905
Filename
1554905
Link To Document