南方科技大学知识苑(SUSTech KC): Dynamic Multimodal Optimization Using Brain Storm Optimization Algorithms

题名	Dynamic Multimodal Optimization Using Brain Storm Optimization Algorithms
作者	Cheng, Shi 1; Lu, Hui 2; Song, Wu 3; Chen, Junfeng 4; Shi, Yuhui5
通讯作者	Cheng, Shi
DOI	10.1007/978-981-13-2826-8_21
发表日期	2018
ISSN	1865-0929
会议录名称	13th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2018
卷号	951
页码	236-245
会议地点	Beijing, China
出版者	Springer Verlag
摘要	Dynamic multimodal optimization (DMO) problem is introduced and solved with brain storm optimization (BSO) algorithms in this paper. A dynamic multimodal optimization problem is defined as an optimization problem with multiple global optima and characteristics of global optima are changed during the search process. The effectiveness of BSO algorithm is validated on a test problem which was constructed based on the dynamic optimization and multimodal optimization. Results show that BSO algorithm is an efficient and robust optimization method for solving dynamic multimodal optimization problems. © 2018, Springer Nature Singapore Pte Ltd.
学校署名	其他
收录类别	EI
资助项目	National Natural Science Foundation of China[61773119] ; National Natural Science Foundation of China[61671041] ; National Natural Science Foundation of China[61703256] ; National Natural Science Foundation of China[61771297] ; Support Program for Longyuan Youth and Fundamental Research Funds for the Universities of Gansu Province[GK201703062]
EI入藏号	20184506031978
EI主题词	Computation theory ; Storms ; Swarm intelligence
EI分类号	Precipitation:443.3 ; Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory:721.1 ; Optimization Techniques:921.5
来源库	EV Compendex
引用统计	被引频次[WOS]：0
成果类型	会议论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/50982
专题	工学院_计算机科学与工程系
作者单位	1.School of Computer Science, Shaanxi Normal University, Xi’an; 710119, China 2.School of Electronic and Information Engineering, Beihang University, Beijing; 100191, China 3.School of Information Engineering, Hainan Tropical Ocean University, Sanya; 572000, China 4.College of IOT Engineering, Hohai University, Changzhou; 213022, China 5.Shenzhen Key Lab of Computational Intelligence, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China
推荐引用方式 GB/T 7714	Cheng, Shi,Lu, Hui,Song, Wu,et al. Dynamic Multimodal Optimization Using Brain Storm Optimization Algorithms[C]:Springer Verlag,2018:236-245.