Hybrid algorithm based on artificial fish swarm algorithm and tabu search in distribution network reconfiguration
This paper proposed a distribution network reconfiguration algorithm based on artificial fish swam algorithm (AFSA) and tabu search (TS). The proposed algorithm combines the wide-area search capability of AFSA and the local optimization capability of TS, effectively overcomes the lack of using a sin...
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| Veröffentlicht in: | 2010 International Conference On Computer Design and Applications Jg. 5; S. V5-415 - V5-418 |
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01.06.2010
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| Abstract | This paper proposed a distribution network reconfiguration algorithm based on artificial fish swam algorithm (AFSA) and tabu search (TS). The proposed algorithm combines the wide-area search capability of AFSA and the local optimization capability of TS, effectively overcomes the lack of using a single optimization algorithm, and improves the global optimization ability by using homeomorphism graph theory to compress the global search space. The new algorithm is applied in two testing cases with different node numbers and is compared with other algorithms; meanwhile, the parameters of algorithm are discussed in depth. The results show that the proposed algorithm is advantaged in convergence efficiency, global search ability and stability. |
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| AbstractList | This paper proposed a distribution network reconfiguration algorithm based on artificial fish swam algorithm (AFSA) and tabu search (TS). The proposed algorithm combines the wide-area search capability of AFSA and the local optimization capability of TS, effectively overcomes the lack of using a single optimization algorithm, and improves the global optimization ability by using homeomorphism graph theory to compress the global search space. The new algorithm is applied in two testing cases with different node numbers and is compared with other algorithms; meanwhile, the parameters of algorithm are discussed in depth. The results show that the proposed algorithm is advantaged in convergence efficiency, global search ability and stability. |
| Author | Ding Jian-yong Liu Heng Gao Zhong-hui |
| Author_xml | – sequence: 1 surname: Gao Zhong-hui fullname: Gao Zhong-hui email: stevengao007@163.com organization: Sch. of Electr. Eng., Wuhan Univ., Wuhan, China – sequence: 2 surname: Ding Jian-yong fullname: Ding Jian-yong email: jyding@whu.edu.cn organization: Sch. of Electr. Eng., Wuhan Univ., Wuhan, China – sequence: 3 surname: Liu Heng fullname: Liu Heng email: liuheng198775@yahoo.com.cn organization: Sch. of Electr. Eng., Wuhan Univ., Wuhan, China |
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| Snippet | This paper proposed a distribution network reconfiguration algorithm based on artificial fish swam algorithm (AFSA) and tabu search (TS). The proposed... |
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| SubjectTerms | Algorithm design and analysis artificial fish swarm algorithm (AFSA) Computer networks Design optimization Distributed computing distribution network reconfiguration Graph theory Heuristic algorithms Home computing homeomorphism graph Marine animals tabu search (TS) Testing Voltage |
| Title | Hybrid algorithm based on artificial fish swarm algorithm and tabu search in distribution network reconfiguration |
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