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
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;
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
DOI :
10.1109/GSIS.2009.5408146