DocumentCode
428529
Title
The immune quantum-inspired evolutionary algorithm
Author
Li, Yiug ; Zhang, Yanning ; Zhao, Rongchun ; Jiao, Licheng
Author_Institution
Sch. of Comput., Northwest Polytech. Univ., Xi´´an, China
Volume
4
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
3301
Abstract
By leading immune concepts and methods into quantum-inspired evolutionary algorithm (QEA), a novel algorithm, the immune quantum-inspired evolutionary algorithm (IQEA), is proposed. On condition of preserving QEA´s advantages, IQEA utilizes some characteristics and knowledge in the pending problems for restraining the repeat and ineffective operations during evolution, so as to improve the algorithm efficiency. The experimental results of the knapsack problem show that the performance of IQEA is superior to the conventional EA (CEA), the immune EA (IEA) and QEA.
Keywords
evolutionary computation; knapsack problems; quantum computing; immune operator; immune quantum-inspired evolutionary algorithm; knapsack problem; Biological cells; Degradation; Evolution (biology); Evolutionary computation; History; Immune system; Optimization methods; Quantum computing; Robustness; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1400850
Filename
1400850
Link To Document