DocumentCode
3397152
Title
A novel quantum evolutionary algorithm and its application
Author
Yang, Shuyuan ; Wang, Min ; Jiao, Licheng
Author_Institution
Dept. of Electr. Eng., Xidian Univ., Xi´´an, China
Volume
1
fYear
2004
fDate
19-23 June 2004
Firstpage
820
Abstract
In this paper, an algorithm - the quantum evolutionary algorithm (QEA) is introduced. It is characterized by a representation of quantum chromosomes, quantum mutation and quantum crossover. Its advantages lies on better diversity of individuals, effective guidance of mutation and the avoidance of prematurity by crossover. Some simulations are given to illustrate its efficiency and better performance than its counterpart. Finally, we applied it to the multi-user detection in DS-CDMA, and good results are attained.
Keywords
code division multiple access; evolutionary computation; multiuser detection; quantum computing; multiuser detection; quantum chromosomes; quantum crossover; quantum evolutionary algorithm; quantum mutation; Biological cells; Evolutionary computation; Genetic mutations; Information processing; Interference; Multiuser detection; Parallel processing; Quantum computing; Quantum entanglement; Quantum mechanics;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2004. CEC2004. Congress on
Print_ISBN
0-7803-8515-2
Type
conf
DOI
10.1109/CEC.2004.1330945
Filename
1330945
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