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Road Materials and Pavement Design Volume 19, 2018 - Issue 1
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Original Articles

Towards application of linear genetic programming for indirect estimation of the resilient modulus of pavements subgrade soils

Ehsan SadrossadatYoung Researchers and Elite Club, Mashhad Branch, Islamic Azad University, Mashhad, IranCorrespondence[email protected]
,
Ali HeidaripanahDepartment of Pavement Engineering, Road, Housing & Urban Development Research Center of Iran, Tehran, Iran
&
Behnam GhorbaniYoung Researchers and Elite Club, Mashhad Branch, Islamic Azad University, Mashhad, Iran
Pages 139-153 | Received 15 Jan 2016, Accepted 14 Oct 2016, Published online: 07 Nov 2016

Citations (23)

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Read on this site (5)

Seyed Erfan Hosseini, Alireza Tabarsa & Amin Bahmanpour. (2023) Experimental study of subgrade soil stabilised with geopolymer based on glass powder and calcium carbide. Road Materials and Pavement Design 24:9, pages 2209-2224.
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Reza Sarkhani Benemaran, Mahzad Esmaeili-Falak & Akbar Javadi. (2022) Predicting resilient modulus of flexible pavement foundation using extreme gradient boosting based optimised models. International Journal of Pavement Engineering 0:0, pages 1-20.
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Rodrigo Polo-Mendoza, Gilberto Martinez-Arguelles & Rita Peñabaena-Niebles. (2022) A multi-objective optimization based on genetic algorithms for the sustainable design of Warm Mix Asphalt (WMA). International Journal of Pavement Engineering 0:0, pages 1-21.
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Ashwini R. Tenpe & Anjan Patel. (2020) Application of genetic expression programming and artificial neural network for prediction of CBR. Road Materials and Pavement Design 21:5, pages 1183-1200.
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Ehsan Sadrossadat, Behnam Ghorbani, Behzad Zohourian, Mahdi Kaboutari & Parisa Rahimzadeh Oskooei. (2020) Predictive modelling of the MR of subgrade cohesive soils incorporating CPT-related parameters through a soft-computing approach. Road Materials and Pavement Design 21:3, pages 701-719.
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Articles from other publishers (18)

Ayenew Yihune Demeke, Constantine I. Sachpazis, Eleyas Assefa & Lysandros Pantelidis. (2023) Modeling the resilient modulus of subgrade soils with a four-parameter constitutive equation. Modeling Earth Systems and Environment.
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Wana Maria De Souza, Antonio Júnior Alves Ribeiro & Suelly Helena De Araújo Barroso. (2022) Estimating the resilient modulus of subgrade materials using visual inspection. TRANSPORTES 30:3, pages 2738.
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Abdelhalim Azam, Abidhan Bardhan, Mosbeh R. Kaloop, Pijush Samui, Fayez Alanazi, Majed Alzara & Ahmed M. Yosri. (2022) Modeling resilient modulus of subgrade soils using LSSVM optimized with swarm intelligence algorithms. Scientific Reports 12:1.
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Israr Ilyas, Adeel Zafar, Muhammad Afzal, Muhammad Javed, Raid Alrowais, Fadi Althoey, Abdeliazim Mohamed, Abdullah Mohamed & Nikolai Vatin. (2022) Advanced Machine Learning Modeling Approach for Prediction of Compressive Strength of FRP Confined Concrete Using Multiphysics Genetic Expression Programming. Polymers 14:9, pages 1789.
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Mahdi Z. Alnunu & Zalihe Nalbantoglu. (2021) Performance of Using Waste Marble Dust for the Improvement of Loose Sand in Deep Soil Mixing. Arabian Journal for Science and Engineering 47:4, pages 4681-4694.
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Paul Terkumbur ADEKE, Ianna KANYI & Maryam OLAWUYİ. (2021) Correlation Analysis of Flexible Road Pavement Surface Condition and Load Bearing Capacity of Subgrade Soil. Aksaray University Journal of Science and Engineering 5:2, pages 65-77.
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Mostafa Rezvani Sharif & Seyed Mohammad Reza Sadri Tabaei Zavareh. (2019) Predictive modeling of the lateral drift capacity of circular reinforced concrete columns using an evolutionary algorithm. Engineering with Computers 37:2, pages 1579-1591.
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Behnam Ghorbani, Arul Arulrajah, Guillermo Narsilio, Suksun Horpibulsuk & Myint Win Bo. (2021) Shakedown analysis of PET blends with demolition waste as pavement base/subbase materials using experimental and neural network methods. Transportation Geotechnics 27, pages 100481.
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Nasrin Heidarabadizadeh, Ali Reza Ghanizadeh & Ali Behnood. (2021) Prediction of the resilient modulus of non-cohesive subgrade soils and unbound subbase materials using a hybrid support vector machine method and colliding bodies optimization algorithm. Construction and Building Materials 275, pages 122140.
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Behnam Ghorbani, Arul Arulrajah, Guillermo NarsilioSuksun Horpibulsuk & Myint Win Bo. (2020) Hybrid Formulation of Resilient Modulus for Cohesive Subgrade Soils Utilizing CPT Test Parameters. Journal of Materials in Civil Engineering 32:9.
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Behnam Ghorbani, Arul Arulrajah, Guillermo Narsilio & Suksun Horpibulsuk. (2020) Experimental and ANN analysis of temperature effects on the permanent deformation properties of demolition wastes. Transportation Geotechnics 24, pages 100365.
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Behnam Ghorbani, Arul Arulrajah, Guillermo Narsilio, Suksun Horpibulsuk & Myint Win Bo. (2020) Development of genetic-based models for predicting the resilient modulus of cohesive pavement subgrade soils. Soils and Foundations 60:2, pages 398-412.
Crossref
Mostafa Rezvani Sharif & Seyed Mohammad Reza Sadri Tabaei Zavareh. (2020) Numerical analysis of the shear strength of circular reinforced concrete columns subjected to cyclic lateral loads using linear genetic programming. Engineering Computations 37:7, pages 2517-2537.
Crossref
Ehsan Sadrossadat & Hakan Basarir. (2019) An Evolutionary-Based Prediction Model of the 28-Day Compressive Strength of High-Performance Concrete Containing Cementitious Materials. Advances in Civil Engineering Materials 8:3, pages 20190016.
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Hamed Majidifard, Behnam Jahangiri, William G. Buttlar & Amir H. Alavi. (2019) New machine learning-based prediction models for fracture energy of asphalt mixtures. Measurement 135, pages 438-451.
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Behnam Ghorbani, Ehsan Sadrossadat, Jafar Bolouri Bazaz & Parisa Rahimzadeh Oskooei. (2018) Numerical ANFIS-Based Formulation for Prediction of the Ultimate Axial Load Bearing Capacity of Piles Through CPT Data. Geotechnical and Geological Engineering 36:4, pages 2057-2076.
Crossref
Ehsan Sadrossadat, Behnam Ghorbani, Rahimzadeh Oskooei & Mahdi Kaboutari. (2018) Use of adaptive neuro-fuzzy inference system and gene expression programming methods for estimation of the bearing capacity of rock foundations. Engineering Computations 35:5, pages 2078-2106.
Crossref
Ehsan Sadrossadat, Behnam Ghorbani, Morteza Hamooni & Mohammad H. Moradpoor Sheikhkanloo. (2018) Numerical formulation of confined compressive strength and strain of circular reinforced concrete columns using gene expression programming approach. Structural Concrete 19:3, pages 783-794.
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