Hormone Adjustment Based Quantum Clone Evolutionary Algorithm

摘要：

In order to improve the accuracy and stability of Quantum Clone Evolutionary Algorithm (QCEA), the hormone adjustment regulation of endocrine mechanism was introduced into QCEA, and then a Hormone Adjustment based QCEA (HAQCEA) was proposed. A mathematical factor was designed based on the Hill function of endocrine hormone, making the quantum rotation angle adjust adaptively. Three standard test functions were used to verify the improved algorithm, results of experiments showed mat the HAQCEA is more stable and accurate than the QCEA, as well as the same high-speed convergence.

关键词： Quantum Clone Evolutionary Algorithm (QCEA) Endocrine Mechanism Hormone Adjustment

作者: Kong Xiaolin Wang Yi Ju Anli Liu Yichen

作者单位: School of Electronics and Information, Northwestern Polytechnical University Xian, China

会议类型: 国际会议

会议名称: The 13th IEEE Joint International Computer Science and Information Technology Conference(2011年第13届IEEE联合国际计算机科学与信息技术会议 JICSIT 2011)

会议地点: 重庆

会议语种:英文

页码: 906-909

在线出版日期: 2011-08-20（万方平台首次上网日期，不代表论文的发表时间）