DocumentCode
349640
Title
Distributed genetic algorithms using DLL
Author
Pinto, I.G. ; Monteiro, V.S. ; Rosa, A.C.
Author_Institution
LaSEEB, ISR, IST, Lisbon, Portugal
Volume
1
fYear
1999
fDate
1999
Firstpage
683
Abstract
The paper presents a practical tool for applying distributed genetic algorithms to a large array of search and optimisation problems. The characteristics and performance of the tool in terms of efficiency and efficacy to the standard genetic algorithm are presented. The most sensitive distribution parameterisation in terms of performance is also analysed through some examples. The method uses a dynamic link library (DLL)
Keywords
distributed algorithms; genetic algorithms; mathematics computing; search problems; software libraries; distributed genetic algorithms; distribution parameterisation; dynamic link library; standard genetic algorithm; Cost function; Dissolved gas analysis; Evolutionary computation; Genetic algorithms; Genetic mutations; Libraries; Monitoring; Performance analysis; Runtime; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.814174
Filename
814174
Link To Document