DocumentCode
2451149
Title
Two-Way Differential Evolution Algorithm: A Global Optimization Algorithm in Continuous Space
Author
Li, Huanzhe ; Li, Ning ; Liu, Kunqi
Author_Institution
Dept. of Comput. Sci., Shijiazhuang Univ. of Econ., Shijiazhuang, China
Volume
1
fYear
2010
fDate
16-17 Dec. 2010
Firstpage
55
Lastpage
58
Abstract
In this paper, two-way differential evolution algorithm is proposed according to two different hybrid scheme of differential evolution algorithm. The bin and exp hybrid scheme are run at same time is the key operation of new algorithm, and regard the best solution of two schemes as the solution of new algorithm. Most of experimental results show that this new algorithm is excellent on both unimodal problems and multimodal problems.
Keywords
evolutionary computation; optimisation; bin hybrid scheme; exp hybrid scheme; global optimization algorithm; multimodal problems; two-way differential evolution algorithm; unimodal problems; Algorithm design and analysis; Analytical models; Computer science; Computers; Evolutionary computation; Fuses; Optimization; differential evolution; function optimization; hybrid evolutionary algorithm; two-way differential evolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9247-3
Type
conf
DOI
10.1109/GCIS.2010.124
Filename
5708712
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