Back to Search Start Over

The Differential Evolution and its Application in Short-Term Scheduling of Hydro Unit

Authors :
Yi Gang Yu
Zhi Gang Zhang
Hai Ying Deng
Source :
Advanced Materials Research. :4642-4646
Publication Year :
2011
Publisher :
Trans Tech Publications, Ltd., 2011.

Abstract

Differential evolution algorithm (differential evolution, DE) is a multi-objective evolutionary algorithm based on groups, which instructs optimization search by swarm intelligence produced by co-operation and competition among individuals within groups. While it can track the dynamics of the current search by the DE specific memory, in order to adjust their search strategy. The strong global convergence and robustness of the characteristics can solve the complex optimization problem which it hardly solves with the mathematical programming methods. This paper presents it to the research of short-term scheduling of hydro plant. Accord to the application of the hydro unit, the results shows that reasonable and effective.

Details

ISSN :
16628985
Database :
OpenAIRE
Journal :
Advanced Materials Research
Accession number :
edsair.doi...........ecb43c4dbd553351ab99f9116cff2541
Full Text :
https://doi.org/10.4028/www.scientific.net/amr.243-249.4642