A Real-Coded Quantum-Inspired Evolutionary Algorithm for Global Numerical Optimization

被引：0
|
作者：
Qin, Chaoyong [1 ]
Liu, Yongjuan [2 ]
Zheng, Jianguo [3 ]
机构：
[1] Guangxi Univ, Dept Math & Informat Sci, Nanning 530004, Peoples R China
[2] Guangxi Univ Technol, Dept Comp Sci, Liuzhou, Peoples R China
[3] Donghua Univ, Sch Business & Management, Shanghai, Peoples R China
来源：
2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2 | 2008年
关键词：
quantum computation; evolutionary algorithm; quantum-bit chromosome; real-coded;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a novel kind of algorithm, Real-coded quantum-inspired evolutionary algorithm (RQEA), is proposed based on evolutionary programming and quantum computation. In RQEA, several real numbers are directly encoded in a chromosome which is usually represented by quantum bits in quantum evolutionary programming. Quantum computation mechanics is employed to accelerate evolution process. The result of experiments shows that RQEA has a strong ability of global optimization and high convergence speed.
引用
收藏
页码：239 / +
页数：2
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