Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm
In order to solve 0-1 programming problem in fault diagnosis of power network, the paper proposed optimization methods of artificial bee colony algorithm from aspects of algebra and geometry. The simulation results show that the artificial bee colony algorithm is feasible and reasonable, and the ove...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Industry and Mine Automation
2012-11-01
|
| Series: | Gong-kuang zidonghua |
| Subjects: | |
| Online Access: | http://www.gkzdh.cn/article/id/8741 |
| _version_ | 1797868578038349824 |
|---|---|
| author | WEI Xiao-guang CHEN Kui |
| author_facet | WEI Xiao-guang CHEN Kui |
| author_sort | WEI Xiao-guang |
| collection | DOAJ |
| description | In order to solve 0-1 programming problem in fault diagnosis of power network, the paper proposed optimization methods of artificial bee colony algorithm from aspects of algebra and geometry. The simulation results show that the artificial bee colony algorithm is feasible and reasonable, and the overall performance is significantly superior to traditional genetic algorithms; artificial bee colony algorithm based on geometric has better stability and search capabilities than the algorithm based on algebraic, and is more suitable for occasions with high stability and accuracy requirements. |
| first_indexed | 2024-04-09T23:58:07Z |
| format | Article |
| id | doaj.art-96aae925bb6748a48d383587c4f542bf |
| institution | Directory Open Access Journal |
| issn | 1671-251X |
| language | zho |
| last_indexed | 2024-04-09T23:58:07Z |
| publishDate | 2012-11-01 |
| publisher | Editorial Department of Industry and Mine Automation |
| record_format | Article |
| series | Gong-kuang zidonghua |
| spelling | doaj.art-96aae925bb6748a48d383587c4f542bf2023-03-17T01:59:41ZzhoEditorial Department of Industry and Mine AutomationGong-kuang zidonghua1671-251X2012-11-0138113036Fault Diagnosis of Power Network Based on Artificial Bee Colony AlgorithmWEI Xiao-guangCHEN KuiIn order to solve 0-1 programming problem in fault diagnosis of power network, the paper proposed optimization methods of artificial bee colony algorithm from aspects of algebra and geometry. The simulation results show that the artificial bee colony algorithm is feasible and reasonable, and the overall performance is significantly superior to traditional genetic algorithms; artificial bee colony algorithm based on geometric has better stability and search capabilities than the algorithm based on algebraic, and is more suitable for occasions with high stability and accuracy requirements.http://www.gkzdh.cn/article/id/8741fault diagnosis of power network, artificial bee colony algorithm, algebra method, geometry method, algorithm optimization, 0-1 programming |
| spellingShingle | WEI Xiao-guang CHEN Kui Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm Gong-kuang zidonghua fault diagnosis of power network, artificial bee colony algorithm, algebra method, geometry method, algorithm optimization, 0-1 programming |
| title | Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm |
| title_full | Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm |
| title_fullStr | Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm |
| title_full_unstemmed | Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm |
| title_short | Fault Diagnosis of Power Network Based on Artificial Bee Colony Algorithm |
| title_sort | fault diagnosis of power network based on artificial bee colony algorithm |
| topic | fault diagnosis of power network, artificial bee colony algorithm, algebra method, geometry method, algorithm optimization, 0-1 programming |
| url | http://www.gkzdh.cn/article/id/8741 |
| work_keys_str_mv | AT weixiaoguang faultdiagnosisofpowernetworkbasedonartificialbeecolonyalgorithm AT chenkui faultdiagnosisofpowernetworkbasedonartificialbeecolonyalgorithm |