Prediction of surface settlements induced by shield tunneling: An ANFIS model

Both artificial neural network and fuzzy logic are used in ANFIS’s architecture (Chang & Lee 2003). The ANFIS is one of the methods to organize the fuzzy inference system with given input-output data pairs. The ANFIS optimizes the parameters of consequent part using least square method and those of premise part using steepest descent method.