A Hybrid Algorithm of Particle Swarm Optimization and Tabu Search for Distribution Network Reconfiguration
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-10
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
This paper deals with the distribution network reconfiguration problem.
A hybrid algorithm of particle swarm optimization (PSO) and tabu search (TS) is proposed as the searching algorithm.
The new algorithm shares the advantages of PSO and TS, which has a fast computation speed and a strong ability to avoid local optimal solution.
After a thorough comparison, network random key (NRK) is introduced as the corresponding coding strategy among various tree representation strategies.
NRK could completely avoid the generation of infeasible solutions during the searching process and has a good locality property, which allows the new hybrid algorithm to perform to its fullest potential.
The proposed algorithm has been validated through an IEEE 33 bus test case.
Compared with other algorithms, the proposed method is both accurate and computationally efficient.
Furthermore, a test to solve another problem also proves the robustness of the proposed algorithm for a different problem.
American Psychological Association (APA)
Fang, Sidun& Zhang, Xiaochen. 2016. A Hybrid Algorithm of Particle Swarm Optimization and Tabu Search for Distribution Network Reconfiguration. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1112573
Modern Language Association (MLA)
Fang, Sidun& Zhang, Xiaochen. A Hybrid Algorithm of Particle Swarm Optimization and Tabu Search for Distribution Network Reconfiguration. Mathematical Problems in Engineering No. 2016 (2016), pp.1-7.
https://search.emarefa.net/detail/BIM-1112573
American Medical Association (AMA)
Fang, Sidun& Zhang, Xiaochen. A Hybrid Algorithm of Particle Swarm Optimization and Tabu Search for Distribution Network Reconfiguration. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1112573
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112573