Predicting Nanobinder‐Improved Unsaturated Soil Consistency Limits Using Genetic Programming and Artificial Neural Networks

AM Ebid, LI Nwobia, KC Onyelowe… - … Intelligence and Soft …, 2021 - Wiley Online Library
Unsaturated soils used as compacted subgrade, backfill, or foundation materials react
unfavorably under hydraulically bound environments due to swell and shrink cycles in …

AI (ANN, GP, and EPR)-based predictive models of bulk density, linear-volumetric shrinkage & desiccation cracking of HSDA-treated black cotton soil for sustainable …

KC Onyelowe, FI Aneke, ME Onyia… - Geomechanics and …, 2023 - Taylor & Francis
ABSTRACT AI-based bi-input predictive models have been executed to forecast the bulk
density, linear and volumetric shrinkages and desiccation cracking of HSDA-treated black …

Genetic Programming for Modelling of Geotechnical Engineering Systems.

MA Shahin - 2015 - Springer
Geotechnical engineering deals with materials (eg, soil and rock) that, by their very nature,
exhibit varied and uncertain behaviour due to the imprecise physical processes associated …

[PDF][PDF] Evolutionary computation and genetic programming

W Banzhaf, A Lakhtakia, RJ Martin-Palma - Engineered Biomimicry, 2013 - cs.mun.ca
Abstract We discuss Evolutionary Computation, in particular Genetic Programming, as
examples of drawing inspiration from biological systems. We set the choice of evolution as a …

Estimation of optimum moisture content and maximum dry unit weight of fine-grained soils using numerical methods

AA FONDJO, E THERON - Walailak Journal of Science and …, 2021 - wjst.wu.ac.th
Soil compaction is one of the basic engineering techniques, which is carried out to
guarantee the stability of soils dependent on specified strength. Nonetheless, in large-scale …

Application of Genetic Programming

NJ Sahare, M Raheena - Proceedings of the Indian Geotechnical …, 2024 - books.google.com
Geotechnical engineering deals with the study of geomaterials and their interaction with the
environment. Soil is one of the complex engineering materials that behave non-linearly …

Application of Genetic Programming in the Field of Geotechnical Engineering—A Review

NJ Sahare, M Raheena - Indian Geotechnical Conference, 2022 - Springer
Geotechnical Engineering largely focuses on the complex nature of soils and rocks.
Because this complexity creates a high level of ambiguity in the imitation of these materials' …

[PDF][PDF] Mathematical Approach to Simulate Soil Behavior Under Shallow Compaction

AM Ebid - International Journal of Scientific & Engineering …, 2018 - academia.edu
Surface or shallow compaction is one of the earliest, cheapest and commonly used
techniques to improve the physical and mechanical properties of loose soil specially for …

[PDF][PDF] Soil Suction Measurement in Compacted Unsaturated Soils Utilizing Statistical Hybrid Models

AA Fondjo, BD Ikotun, SK Vanapalli, VY Katte, RP Ray… - researchgate.net
Soil suction is a critical stress-state variable essential to characterize the behaviour of
unsaturated soils. The evaluation of soil suction is challenging in both field and laboratory …

[PDF][PDF] Unsaturated Shear Strength Response to Soil Index Properties and Mineralogy of Compacted Soils

AA Fondjo, E Theron, RP Ray - researchgate.net
The objective of this study is to evaluate the influences of soil index properties, swelling
parameters, and soil mineralogy on unsaturated shear strength parameters (ϕ', ϕb, c') of …