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
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