GA-SVR: a novel hybrid data-driven model to simulate vertical load capacity of driven piles

Author:

Luo Zhenyan,Hasanipanah Mahdi,Bakhshandeh Amnieh Hassan,Brindhadevi Kathirvel,Tahir M. M.

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,General Engineering,Modeling and Simulation,Software

Reference56 articles.

1. Darrag AA (1987) Capacity of driven piles in cohesionless soils including residual stresses. PhD thesis, Purdue Univ., West Lafayette, Ind

2. Abu Kiefa M (1998) General regression neural networks for driven piles in cohesionless soils. J Geotech Geoenviron Eng 124(12):1177–1185

3. Meyerhof GG (1976) Bearing capacity and settlement of pile foundations. J Geotech Eng 102(3):196–228

4. Coyle HM, Castello RR (1981) New design correlations for piles in sand. J Geotech Eng 107(7):965–986

5. RP2A (1991) Recommended practice for planning, designing and constructing fixed offshore platfonns, 19th edn. American Petroleum Institute, Washington, DC

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