DocumentCode
3407515
Title
A chaos genetic simulated annealing hybrid algorithm
Author
Bai, X.G. ; Yang, H.M. ; Li, L.T. ; Shu, H.Y.
Author_Institution
Northwest A&F Univ., Yangling, China
fYear
2009
fDate
10-12 Nov. 2009
Firstpage
1476
Lastpage
1479
Abstract
On the basis of analyzing the major advantages and disadvantages of the chaos, genetic and simulated annealing algorithms, the chaos genetic simulated annealing hybrid algorithm is presented according to the complementary advantages strategy. The basic thought is initializing the initial population of genetic algorithm with chaos variables, and then calculating by genetic simulated annealing method, at last adding a disturbance to the chromosomes whose fitness are smaller with the chaos method. The result indicates that the algorithm has strong global searching capability and quick speed on converging to the optimal solution.
Keywords
chaos; genetic algorithms; simulated annealing; chaos genetic simulated annealing hybrid algorithm; chaos method; complementary advantages strategy; Analytical models; Chaos; Convergence; Cooling; Genetic algorithms; Hybrid intelligent systems; Neural networks; Optimization methods; Simulated annealing; Temperature distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4914-9
Electronic_ISBN
978-1-4244-4916-3
Type
conf
DOI
10.1109/GSIS.2009.5408146
Filename
5408146
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