Aplicações de inteligência artificial na determinação de parâmetros de resistência ao cisalhamento do solo: um mapeamento sistemático da literatura

Abstract

Determination of the shear strength properties of soil are required in the design of most geotechnical structures. Field and laboratory tests are usually applied in the determination of shear strength parameters. Artificial intelligence methods are an alternative to traditional techniques. This paper intends to identify which algorithms are used and what are the elements that need to be taken in consideration. A systematic mapping review was conducted to map and extract data from publications in the field. Seventeen artificial intelligence techniques were applied to several types of soil with a mostly satisfactory performance on predicting shear strength parameters