DocumentCode
3044998
Title
A hybrid algorithm based on genetic algorithm and plant growth simulation algorithm
Author
Xu, Liang ; Tao, Mu ; Ming, Huang
Author_Institution
Software Technol. Inst., Dalian Jiao Tong Univ., Dalian, China
Volume
1
fYear
2012
fDate
18-20 May 2012
Firstpage
445
Lastpage
448
Abstract
In order to solve the deceptive and pre-maturity problem of genetic algorithm, we combined plant growth simulation algorithm with genetic algorithm, so a new hybrid genetic algorithm occurred. Because of the searching way is better both in direction and randomness balance, which decided by plant hormone in plant growth simulation algorithm, so the deceptive problem of genetic algorithm is well settled and we got the globally optimal solution in a relatively efficient way. The simulation results show that very nice effects are obtained.
Keywords
deceptive problem; genetic algorithm; plant growth simulation algorithm; pre-maturity problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Measurement, Information and Control (MIC), 2012 International Conference on
Conference_Location
Harbin, China
Print_ISBN
978-1-4577-1601-0
Type
conf
DOI
10.1109/MIC.2012.6273338
Filename
6273338
Link To Document