Titlebook: MARS Applications in Geotechnical Engineering Systems; Multi-Dimension with Wengang Zhang Book 2020 Science Press and Springer Nature Singa

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Science Press and Springer Nature Singapore Pte Ltd. 2020

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MARS Use in HP-Pile Drivability Assessment,iven piles, the impact of the piling hammer induces compression and tension stresses in the piles, as shown in Fig.?9.1. Hence, an important design consideration is to check that the strength of the pile is sufficient to resist the stresses caused by the impact of the pile hammer.

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Introduction,Many geotechnical engineering problems rely on the use of empirical methods expressed in the form of equations or design charts, to determine the response of the system to input variables, which is generally referred to as the surrogate model or metamodel (metaheuristics).

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Simple MARS Modeling Examples,Three examples consisting of fairly complicated mathematical functions (with single or two variables) are presented to demonstrate the function approximating capacity of MARS. This is followed by an example to evaluate the MARS efficiency in analyzing a hypothetical nonlinear function in which noise (error) is introduced.

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MARS Use for Estimations of Lateral Wall Deflection Profiles,This chapter presented MARS approach for estimating wall deflection profile caused by deep braced excavations, based on an expanded database including a total of 30 case histories for braced excavation in stiff, medium, and soft clays.

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