Table 5

The input–output structure of the soft computing models as well as empirical relations created for predicting the attributes of hydraulic jump

ModelInput parametersTarget
ANFIS Q, h1, B, Ks h2 
ANFIS Q, h1, B, Ks Lj 
RANFIS Q, h1, B, Ks, h2* Lj 
Silvester (1964)  Q, h1, B Lj 
Leutheusser & Kartha (1972)  Q, h1, B h2 
Govinda Rao & Ramaprasad (1996)  Q, h1, B, α h2 
Carollo & Ferro (2004)  Q, h1, B, Ks h2 
Pagliara & Palermo (2015)  Q, h1, B, Ks h2 
ModelInput parametersTarget
ANFIS Q, h1, B, Ks h2 
ANFIS Q, h1, B, Ks Lj 
RANFIS Q, h1, B, Ks, h2* Lj 
Silvester (1964)  Q, h1, B Lj 
Leutheusser & Kartha (1972)  Q, h1, B h2 
Govinda Rao & Ramaprasad (1996)  Q, h1, B, α h2 
Carollo & Ferro (2004)  Q, h1, B, Ks h2 
Pagliara & Palermo (2015)  Q, h1, B, Ks h2 

h*2 = downstream flow depth calculated from the RANFIS model.

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