Genetic programming in civil engineering: advent, applications and future trends

Q Zhang, K Barri, P Jiao, H Salehi, AH Alavi - Artificial Intelligence Review, 2021 - Springer
Over the past two decades, machine learning has been gaining significant attention for
solving complex engineering problems. Genetic programing (GP) is an advanced framework …

Cooperative co-evolutionary genetic programming for high dimensional problems

L Rodriguez-Coayahuitl, A Morales-Reyes… - … Conference on Parallel …, 2020 - Springer
We propose a framework for Cooperative Co-Evolutionary Genetic Programming (CCGP)
that considers co-evolution at three different abstraction levels: genotype, feature and output …

Reliability assessment of tunnels using machine learning algorithms

AK Verma, A Pain, E Agarwal, D Pradhan - Indian Geotechnical Journal, 2022 - Springer
In the present study, to examine the excavation-induced instability in the support system of
rock tunnel, an analytical approach namely confinement convergence method (CCM) is …

Probabilistic Analysis of a Geosynthetic Reinforced Soil Retaining Wall Under Seismic Conditions Using Genetic Programming

E Agarwal, AK Verma, A Pain, S Sarkar - Indian Geotechnical Conference, 2021 - Springer
Reliability analysis of a geosynthetic reinforced retaining wall (GRRW) is performed under
seismic conditions. GRRW is analysed deterministically using the horizontal slice method …