Title :
The Cellular Genetic Algorithms with Disaster: The Size of Disaster Effects
Author :
Lu Yuming ; Li Ming ; Li Ling
Author_Institution :
Key Lab. of Nondestructive Test, Nanchang Hangkong Univ., Nanchang, China
Abstract :
The cellular genetic algorithm with disaster (CDGA) puts individuals into a toridal grid or presudo landscape which behave "active" or "inactive" state. The genetic operator of individuals is restricted to within neighborhood. In this paper, we evaluate combinational effects on size of neighborhood and size of disaster. We have tackled this research by considering two typical functions. Experiment results show that the good solution quality is obtained from combination of a larger size of neighborhood and a intermediate size of disaster.
Keywords :
biocomputing; genetic algorithms; cellular genetic algorithms; combinational effects; disaster effects; genetic operator; presudo landscape; Automation; Educational institutions; Evolutionary computation; Genetic algorithms; Laboratories; Nondestructive testing; Performance analysis; Recurrent neural networks; Routing; Vehicles;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5364398
