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
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;
Conference_Titel :
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN :
0-7803-9363-5
DOI :
10.1109/CEC.2005.1554905
