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
fDate :
6/23/1905 12:00:00 AM
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;
Conference_Titel :
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Print_ISBN :
0-7803-6657-3
DOI :
10.1109/CEC.2001.934353