Title | ||
---|---|---|
Time series forecasting by neural networks: A knee point-based multiobjective evolutionary algorithm approach. |
Abstract | ||
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•Two new multiobjective algorithms NSJADE and KP-NSJADE are proposed.•The proposed multiobjective algorithms are used to solve the time series forecasting problem.•Knee point is applied to the time series forecasting problem for the first time. |
Year | DOI | Venue |
---|---|---|
2014 | 10.1016/j.eswa.2014.06.041 | Expert Systems with Applications |
Keywords | Field | DocType |
Artificial neural network (ANN),Multiobjective evolutionary algorithm (MOEA),Time series forecasting (TSF),Knee point | Population,Time series,Feedforward neural network,Evolutionary algorithm,Computer science,Differential evolution,Sorting,Artificial intelligence,Artificial neural network,Genetic algorithm,Machine learning | Journal |
Volume | Issue | ISSN |
41 | 18 | 0957-4174 |
Citations | PageRank | References |
7 | 0.44 | 26 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Wei Du | 1 | 62 | 6.55 |
S. Y. S. Leung | 2 | 227 | 13.99 |
Chun-Kit Kwong | 3 | 63 | 6.42 |