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Self-adaptive obtaining water-supply reservoir operation rules: Co-evolution artificial immune system.

Authors :
Li, Si-fu
Wang, Xiao-Lin
Xiao, Jian-Zhong
Yin, Zheng-Jie
Source :
Expert Systems with Applications. Mar2014, Vol. 41 Issue 4, p1262-1270. 9p.
Publication Year :
2014

Abstract

Highlights: [•] We propose a reservoir operating rule extraction architecture inspired by self-adaptive learning of antibodies to antigens. [•] We establish a co-evolutionary artificial immune system model to extract the water-supply reservoir operating rules. [•] The model can self-adaptively track and adjust the population of the rules to be response to complex operation environment. [•] The obtained rules can gain the experience of reservoir operation and provide more sufficient decision-making information. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09574174
Volume :
41
Issue :
4
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
91971036
Full Text :
https://doi.org/10.1016/j.eswa.2013.08.024