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

DOI

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.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - Proceedings of the AASRI Winter International Conference on Engineering and Technology (AASRI-WIET 2013)
PB  - Atlantis Press
SP  - 181
EP  - 184
SN  - 1951-6851
UR  - https://doi.org/10.2991/wiet-13.2013.43
DO  - 10.2991/wiet-13.2013.43
ID  - Wei2013/12
ER  -