DocumentCode :
3598753
Title :
Modified Mendel operation for multimodal function optimization
Author :
Park, Chang-Su ; Lee, Hungu ; Bang, Hyo-choong ; Tahk, Min-Jea
Author_Institution :
Div. of Aerosp. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Volume :
2
fYear :
2001
fDate :
6/23/1905 12:00:00 AM
Firstpage :
1388
Abstract :
Applying Mendel´s hereditary law to genetic algorithms opened new possibilities. A recent application of Mendel´s law to a global optimization problem showed promising results. However, its definition of Mendel operations were not quite clear. We clarify and redefine the Mendel operation. We also propose two methods to modify the Mendel operation for better performance in solving a multimodal function problem. The modified Mendel operation is used on a simple multimodal function to see the effects
Keywords :
algorithm theory; genetic algorithms; Mendel law; Mendel operation; genetic algorithms; global optimization problem; hereditary law; multimodal function optimization; Aerospace engineering; Biological cells; Evolution (biology); Evolutionary computation; Genetic algorithms; Genetic mutations; History;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Print_ISBN :
0-7803-6657-3
Type :
conf
DOI :
10.1109/CEC.2001.934353
Filename :
934353
Link To Document :
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