Proceedings of the AASRI Winter International Conference on Engineering and Technology (AASRI-WIET 2013)

The Application of Improved Self-adaptive Genetic Algorithm in the Distribution Network Reconfiguration

Authors
Siwei Wei, Ruoxi Wang
Corresponding Author
Siwei Wei
Available Online December 2013.
DOI
https://doi.org/10.2991/wiet-13.2013.43How to use a DOI?
Keywords
Self-adaptive; Genetic algorithm; Distribution network; Reconfiguration
Abstract
This paper proposes a kind of encoding method with the loop switch number as gene and the number of branches of the systematic loop as the length of the chromosome, greatly shortening the length of the chromosome. And this paper also takes a kind of effective means in genetic operation, which is eliminating island and loop circuit, thus greatly decreasing the generation of infeasible solution in the operation to gene and increasing the searching ability and speed of the algorithm. The result indicates that, the combination of adaptive control and genetic algorithm, the adaptive adjusting to the crossover rate and mutational rate accelerate the searching speed of the algorithm, and effectively avoid immature convergence.
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Proceedings
AASRI Winter International Conference on Engineering and Technology (AASRI-WIET 2013)
Part of series
Advances in Intelligent Systems Research
Publication Date
December 2013
ISBN
978-90786-77-95-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/wiet-13.2013.43How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Siwei Wei
AU  - Ruoxi Wang
PY  - 2013/12
DA  - 2013/12
TI  - The Application of Improved Self-adaptive Genetic Algorithm in the Distribution Network Reconfiguration
BT  - AASRI Winter International Conference on Engineering and Technology (AASRI-WIET 2013)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/wiet-13.2013.43
DO  - https://doi.org/10.2991/wiet-13.2013.43
ID  - Wei2013/12
ER  -