UM  > 科技學院
High-quality-guided artificial bee colony algorithm for designing loudspeaker
Gao, Hao1,2; Li, Haolun1; Liu, Ye1; Lu, Huimin3; Kim, Hyoungseop3; Pun, Chi-man2
2018-05-30
Source PublicationNeural Computing and Applications
Abstract

Designing the loudspeaker could be concerned as an optimization problem. Like most electromagnetic device design issues, it demonstrates multimodal, multidimensional and constrained. The traditional design method cannot achieve a satisfactory model within a certain period of time. In this paper, a high-quality-guided artificial bee colony algorithm is proposed to increase its convergence speed and search accuracy by gradually changing the number of updating dimensions and searching closer to better locations. The algorithm is first tested on some representative basic benchmark functions and then is applied to a loudspeaker design problem. By comparing with some classical algorithms, the performance of our algorithm is verified.

KeywordLoudspeaker Artificial Bee Colony Convergence Rate Updating Dimensions
DOIhttps://doi.org/10.1007/s00521-018-3568-0
URLView the original
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Nanjing University of Posts and Telecommunications
2.University of Macau
3.Kyushu Institute of Technology
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Gao, Hao,Li, Haolun,Liu, Ye,et al. High-quality-guided artificial bee colony algorithm for designing loudspeaker[J]. Neural Computing and Applications,2018.
APA Gao, Hao,Li, Haolun,Liu, Ye,Lu, Huimin,Kim, Hyoungseop,&Pun, Chi-man.(2018).High-quality-guided artificial bee colony algorithm for designing loudspeaker.Neural Computing and Applications.
MLA Gao, Hao,et al."High-quality-guided artificial bee colony algorithm for designing loudspeaker".Neural Computing and Applications (2018).
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Gao, Hao]'s Articles
[Li, Haolun]'s Articles
[Liu, Ye]'s Articles
Baidu academic
Similar articles in Baidu academic
[Gao, Hao]'s Articles
[Li, Haolun]'s Articles
[Liu, Ye]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Gao, Hao]'s Articles
[Li, Haolun]'s Articles
[Liu, Ye]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.