Hybrid PSO with tree-based models for predicting uniaxial compressive strength and elastic modulus of rock samples

Hybrid PSO with tree-based models for predicting uniaxial compressive strength and elastic modulus of rock samples

The mechanical characteristics of rocks, specifically uniaxial compressive strength (UCS) and elastic modulus (E), serve as crucial factors in ensuring the integrity and stability of relevant projects in mining and civil engineering. This study proposes a novel hybrid PSO (particle swarm optimizatio...

Full description

Bibliographic Details
Main Authors: Niaz Muhammad Shahani, Qin Xiaowei, Xin Wei, Li Jun, Tuerhong Aizitiliwumaier, Ma Xiaohu, Qiu Shigui, Cao Weikang, Liu Longhe
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Earth Science
Subjects:
metaheuristic algorithm
mining rock mechanics
tree-based models
uniaxial compressive strength and elastic modulus
Thar Coalfield
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2024.1337823/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2024.1337823/full

Similar Items