A novel inversion method of slope rock mechanical parameters using differential evolution gray wolf algorithm to optimize support vector regression

A novel inversion method of slope rock mechanical parameters using differential evolution gray wolf algorithm to optimize support vector regression

IntroductionThe stability evaluation and deformation prediction in geotechnical engineering depend on accurate rock mass mechanical parameters (RMMPs). The selection of these parameters directly influences the reliability of analysis. The conventional techniques used to assess the RMMPs face conside...

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Bibliographic Details
Main Authors: Tingkai Hou, Zonghong Zhou, Yonggang Zhang, Jing Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Earth Science
Subjects:
rock mass mechanical parameters
displacement inversion
uniform test
differential evolution grey wolf algorithm
support vector regression (SVR)
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1575194/full
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https://www.frontiersin.org/articles/10.3389/feart.2025.1575194/full

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