Concepedia

Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm

Juan Peralta Donate, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis

Neural Computing and Applications · 2011 · 133 citations · 38 references

DOI

Concepts

References

38

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

, , +14

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

, , +12

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

, , +5

Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

, , +11

Forecasting methods and applications

Computers & Operations Research · 1993 · 2.4K citations

, , +10