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Recent Tendencies in the Use of Optimization Techniques in Geotechnics: A Review

Djamalddine Boumezerane
2022 Geotechnics  
The article can be read as an update regarding the recent tendencies in the use of optimization techniques in geotechnics.  ...  The use of optimization methods in geotechnics dates back to the 1950s. They were used in slope stability analysis (Bishop) and evolved to a wide range of applications in ground engineering.  ...  [21] proposed an original approach based on evolutionary Pareto optimization combined with an ANFIS (adaptive neural fuzzy inference system) network for modelling scour at pile group in the context  ... 
doi:10.3390/geotechnics2010005 fatcat:wwldihiyonbjbk27cntxtt6wcu

A comparison between advanced hybrid machine learning algorithms and empirical equations applied to abutment scour depth prediction

Khabat Khosravi, Zohreh Sheikh Khozani, Luka Mao
instance handler wrapper (WIHWKstar) to predict scour depth (ds) for clear water condition.  ...  The WIHW-Kstar provided the highest performance in scour depth prediction around vertical abutment shape while RC-Kstar model outperform of other models for scour depth prediction around semicircular and  ...  scouring depth 120 in four different shapes of abutments in both clear water and sediment feeding conditions.  ... 
doi:10.25643/bauhaus-universitaet.4388 fatcat:d4dpwmep2ba65e6fqy7jhoczd4