Pros and cons of using wavelets in conjunction with genetic programming and generalised linear models in statistical downscaling of precipitation

• Main Authors: Sachindra, D. A., Ahmed, K., Rashid, Md. Mamunur, Sehgal, V., Shahid, S., Perera, B. J. C.
• Format: Article
• Published: Springer-Verlag Wien 2019
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/89076/; http://dx.doi.org/10.1007/s00704-019-02848-2

Among the regression techniques used in building statistical downscaling models, genetic programming (GP) which mimics Darwin’s theory of biological evolution possesses several pros such as it evolves explicit linear or non-linear relationships while identifying optimum predictors, and it discards i...