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
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;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.124
