Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm

QR Code

Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm

The prediction of slope stability was performed using artificial neural networks (ANNs) in this work. The factor of safety determined by numerical analysis was used to develop ANN’s data sets. The inputs to the network are slope height, applied surcharge and slope angle. Correlation coefficients bet...

Full description

Bibliographic Details
Main Authors:	Rufaizal Che Mamat, Azuin Ramli, Muhamad Razuhanafi Mat Yazid, Anuar Kasa, Siti Fatin Mohd Razali, Bastam, Mukhlis Nahriri
Format:	Article
Language:	English
Published:	Penerbit Universiti Kebangsaan Malaysia 2022
Online Access:	http://journalarticle.ukm.my/18746/ http://journalarticle.ukm.my/18746/1/16.pdf

Similar Items

Engineering properties of Batu Pahat soft clay stabilized with lime, cement and bentonite for subgrade in road construction
by: Che Mamat, Rufaizal
Published: (2013)

Effectiveness of traffic management at Kajang SILK Highway
by: Muhamad Razuhanafi Mat Yazid,, et al.
Published: (2022)

Shear strength prediction of treated soft clay with sugarcane bagasse ash using artificial intelligence methods
by: Rufaizal Che Mamat,, et al.
Published: (2023)

Developmental research of sustainable technologies to minimise problematic road embankment settlements
by: Ratha, N., et al.
Published: (2018)

Sustainable cost optimisation measures for the lifecycle of tolled highway projects in Malaysia
by: Sukumar, Sukhadeva S., et al.
Published: (2023)

Development of Pre-engineered Geomaterial for Use in Road Embankment and Retaining Structure Backfill
by: A. Naser Abdul Ghani,, et al.
Published: (2005)

Performance, evaluation, and enhancement of red sand for road bases, embankments, and seawall fills
by: Jitsangiam, Peerapong
Published: (2007)

Repair of major road embankment failure using reinforced earth (re) wall
by: Jamalludin, Damanhuri, et al.
Published: (2010)

Unraveling the phenomenon of construction labor productivity: a cutting-edge bibliometric analysis
by: Revianty Nurmeyliandari Nurhendi,, et al.
Published: (2024)

Field verification study on micropiles underpinning for ground improvement
by: Azuin Ramli,, et al.
Published: (2022)

Comparison between predicted and observed settlement of vertical drain treated road embankment on soft clay
by: Ahmad, Mohd. Redzuan
Published: (2006)

Centrifuge modelling of piled embankments
by: Aslam, Raveed
Published: (2008)

Stability of Embankments on Soft Ground Lessons from Failures
by: Kim Huat, Bujang
Published: (1995)

An inventory of measure for urban road sustainability
by: Sharinatol Akmanida Jamaludin,, et al.
Published: (2021)

Repair of major road embankment failure using reinforced earth (RE) wall / Damanhuri Jamalludin ... [et al.]
by: Jamalludin, Damanhuri, et al.
Published: (2015)

Stability and deformation analysis of failed embankments founded on soft clays
by: Jitno, Hendra, et al.
Published: (2005)

Observational Methods for Predicting Embankment Settlement
by: Kim Huat, Bujang, et al.
Published: (2004)

Foundation and embankment construction in peat: an overview
by: Ibrahim, Aminu, et al.
Published: (2014)

Performance characteristics of embankment on soft ground
by: Kasim, Fauziah, et al.
Published: (2003)

Performance of concrete block pavement on sloped road section
by: Mudiyono, Rachmat, et al.
Published: (2007)

Modeling severity of road traffic accident in Nigeria using artificial neural network
by: Umar, Ibrahim Khalil, et al.
Published: (2019)

Effect of weathered surface crust layer on stability of Muar trial embankment
by: Sobhanmanesh, Ali, et al.
Published: (2015)

Artificial neural networks and genetic algorithm for transformer winding/insulation faults
by: K.S.R., Rao, et al.
Published: (2008)

Improving robustness of artificial neural networks model using genetic algorithm
by: Ahmad, Arshad, et al.
Published: (2003)

GEOTECHNICAL ASSET MANAGEMENT FOR UK RAILWAY EMBANKMENTS
by: Siino, Giulia
Published: (2023)

Behaviour of Soft Clay Foundation Beneath an Embankment
by: Kim Huat, Bujang
Published: (1994)

A Contribution to the Design of a Piled Embankment
by: Kim Huat, Bujang, et al.
Published: (1993)

Overtopping risk and uncertainty analysis of embankment dams
by: Goodarzi, Ehsan
Published: (2010)

Combining Genetic Algorithm and Artificial Neural Network to optimize biomass steam power plant emission / Ahmad Razlan Yusoff and Ishak Abdul Aziz
Published: (2008)

Short term performance evaluation of a rural road embankment with different reinforcement constructed on soft soil pertaining to vertical settlement
by: Abdurahman, Mohamad Nizar
Published: (2005)

Short term performance evaluation of a rural road embankment with different reinforcement constructed on soft soil pertaining to vertical settlement
by: Abdurahman, Mohamad Nizar
Published: (2005)

CCS501 – NEURAL NETWORKS AND GENETIC ALGORITHMS CSC513 – ARTIFICIAL NEURAL NETWORKS - SEPT. 2001
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)

Evaluation Of Embankment Stability For New Diversion Channel Under Various Loading Conditions
by: Ng, Soon Min
Published: (2012)

Effect of mesh coarseness on slope stability analysis using 2D and 3D finite element method
by: Noraida Mohd Saim,, et al.
Published: (2024)

Integrated GIS tool for investigating the relationship of road characteristics with road traffic accidents
by: Nur Fatma Fadilah Yaacob,, et al.
Published: (2020)

Modelling of biogas production process with evolutionary artificial neural network and genetic algorithm
by: Fakharudin, Abdul Sahli
Published: (2017)

Predicting serious injuries due to road traffic accidents in Malaysia by means of artificial neural network
by: Nurul Qastalani, Radzuan, et al.
Published: (2020)

Potential application of Artificial Neural Network (ANN) analysis method on Malaysian road crash data
by: Ahmad Noor Syukri, Zainal Abidin, et al.
Published: (2021)

Artificial neural networks application in combined carbon dioxide reforming and partial oxidation of methane
by: Isha, Ruzinah
Published: (2005)

Analysis of slope failure at km 43.2 route c130 Kuala Wau-Kertau road using slope
by: Muhammad Hafiz, Ishak
Published: (2009)