DocumentCode
478063
Title
Application of Hyperplane Real Coding Genetic Algorithm in Economic Operation for Pump Station
Author
Duan, Chun-qing ; Chen, Xiao-nan ; Qiu, Lin ; Zhang, Hong-bo
Author_Institution
Beijing Normal Univ., Beijing
Volume
1
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
557
Lastpage
560
Abstract
In order to overcome the deficit of traditional real coding genetic algorithm for the optimization question with equality constraint, hyperplane real coding genetic algorithm is suggested. All genetic operations are constrained into a hyperplane. The new algorithm is used in real projects. Apply the new method into economic operation for pump station, and result shows that hyperplane real coding genetic algorithm is not only simple, but also accurate. Because equality constraints are often involved in optimization models for resources allocation, it is significant to spread the improved genetic algorithm.
Keywords
genetic algorithms; power generation economics; pumping plants; economic pump station operation; equality constraint; hyperplane real coding genetic algorithm; Adaptive algorithm; Code standards; Computer applications; Constraint optimization; Convergence; Genetic algorithms; Genetic mutations; Power generation economics; Resource management; Water conservation;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.154
Filename
4666907
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