期刊论文、会议论文

Yang, Lei

英文

Proceedings of SPIE - The International Society for Optical Engineering

0277-786X

2011

8285

660-663

2010 International Conference on Signal and Information Processing(2010年IEEE信号与信息处理国际会议 ICSIP2010)

2010 International Conference on Signal and Information Processing(2010年IEEE信号与信息处理国际会议 ICSIP2010)论文集

2010-12-14

长沙

[Yang, Lei] Wuhan Polytech Univ, Dept Elect Informat Engn, Wuhan 430023, Peoples R China.^Wuhan Univ Technol, Sch Transportat, Wuhan 430060, Peoples R China.

IEEE<&wdkj&>国际计算机科学与信息技术协会

Xie, Y Zheng, Y

1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA

SPIE-INT SOC OPTICAL ENGINEERING

978-0-81948-932-6

10.1117/12.913516

Wuhan City Scientific and Technological [201010621212]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61075015]

本校为第一且通讯机构

Differential evolution (DE) is a newly proposed intelligent optimization algorithm, which has shown good search abilities in many optimization problems. However, DE as well as other population-based stochastic algorithms can be easily trapped into local optima when solving complex multimodal problems. In order to enhance the performance of DE, this paper presents a novel DE variant (HCDE) based on hybrid crossover operators. Simulation studies on ten wellknown benchmark functions show that the proposed approach HCDE achieves better results when compared with other two DE variants. &copy;2011 C...