Residential College | false |
Status | 已發表Published |
An improved artificial bee colony algorithm with fast strategy, and its application | |
Lu,Rong1; Hu,Haidong4; Xi,Maolong1; Gao,Hao2,3; Pun,Chi Man2 | |
2019-09-01 | |
Source Publication | Computers and Electrical Engineering |
ISSN | 0045-7906 |
Volume | 78Pages:79-88 |
Abstract | In recent years, artificial bee colonies (ABC) have yielded favorable results from among other evolutionary algorithms. In spite of its strong global presence, how to accelerate ABC's convergence is an important factor that contributes toward improving its performance. In this paper, the proposed updating equation of onlooker bees employs two alternatives which are selected based upon whether the achievement of the updated bee is better than that of the generated individual. A Cauchy operator is employed to balance the global and local search capabilities of individuals. Various common benchmark functions and a real world problem are employed to verify the effectiveness of our algorithm by comparing these with some modern ABC variants. |
Keyword | Artificial Bee Colony Cauchy Operator Convergence Rate Robot Path Planning Updating Equation |
DOI | 10.1016/j.compeleceng.2019.06.021 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Hardware & Architecture ; Computer Science, Interdisciplinary Applications ; Engineering, Electrical & Electronic |
WOS ID | WOS:000487574700008 |
Scopus ID | 2-s2.0-85068521377 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Pun,Chi Man |
Affiliation | 1.Wuxi Institute of Technology,Wuxi,China 2.Department of Computer and Information Science,University of Macau,Macau SAR,China 3.The Institute of Advanced Technology,Nanjing University of Posts and Telecommunications,Nanjing,China 4.Beijing Institute of Control Engineering,Beijing,China |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Lu,Rong,Hu,Haidong,Xi,Maolong,et al. An improved artificial bee colony algorithm with fast strategy, and its application[J]. Computers and Electrical Engineering, 2019, 78, 79-88. |
APA | Lu,Rong., Hu,Haidong., Xi,Maolong., Gao,Hao., & Pun,Chi Man (2019). An improved artificial bee colony algorithm with fast strategy, and its application. Computers and Electrical Engineering, 78, 79-88. |
MLA | Lu,Rong,et al."An improved artificial bee colony algorithm with fast strategy, and its application".Computers and Electrical Engineering 78(2019):79-88. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment