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Urban Water Journal Volume 13, 2016 - Issue 5
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Research articles

Assessment of evolutionary algorithms in predicting non-deposition sediment transport

Isa EbtehajDepartment of Civil Engineering, Razi University, Kermanshah, Iran and Water and Wastewater Research Center, Razi University, Kermanshah, Iran
&
Hossein BonakdariDepartment of Civil Engineering, Razi University, Kermanshah, Iran and Water and Wastewater Research Center, Razi University, Kermanshah, IranCorrespondence[email protected]
Pages 499-510 | Received 07 Mar 2014, Accepted 27 Oct 2014, Published online: 13 Jan 2015

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Enes Gul, Mir Jafar Sadegh Safari, Omer Faruk Dursun & Gokmen Tayfur. (2023) Ensemble and optimized hybrid algorithms through Runge Kutta optimizer for sewer sediment transport modeling using a data pre-processing approach. International Journal of Sediment Research 38:6, pages 847-858.
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Enes Gul & Mir Jafar Sadegh Safari. (2023) Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport. Big Data.
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Hossein Bonakdari, Isa Ebtehaj & Joseph D. Ladouceur. 2023. Machine Learning in Earth, Environmental and Planetary Sciences. Machine Learning in Earth, Environmental and Planetary Sciences 307 323 .
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Haniyeh Asadi, Mohammad T. Dastorani, Roy C. Sidle & Kaka Shahedi. (2021) Improving Flow Discharge-Suspended Sediment Relations: Intelligent Algorithms versus Data Separation. Water 13:24, pages 3650.
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Enes Gul, O. Faruk Dursun & Abdolmajid Mohammadian. (2021) Experimental study and modeling of hydraulic jump for a suddenly expanding stilling basin using different hybrid algorithms. Water Supply 21:7, pages 3752-3771.
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Enes Gul, Mir Jafar Sadegh Safari, Ali Torabi Haghighi & Ali Danandeh Mehr. (2021) Sediment transport modeling in non-deposition with clean bed condition using different tree-based algorithms. PLOS ONE 16:10, pages e0258125.
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Yanan Liang, Yanpeng Cai, Lian Sun, Xuan Wang, Chunhui Li & Qiang Liu. (2021) Sensitivity and uncertainty analysis for streamflow prediction based on multiple optimization algorithms in Yalong River Basin of southwestern China. Journal of Hydrology 601, pages 126598.
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Mahmoudreza Tabatabaei & Seyed Ahmad Hosseini. (2021) Evaluation of the Effect of Logarithmic Transformations and Objective Functions on the Performance of Neural Network Models in Estimation of Suspended Sediment Load (Case Study: Sarab Ghare So Watershed, Ghorichai River). journal of watershed management research 12:24, pages 133-146.
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Yueyi Jia, Feifei Zheng, Holger R. Maier, Avi Ostfeld, Enrico Creaco, Dragan Savic, Jeroen Langeveld & Zoran Kapelan. (2021) Water quality modeling in sewer networks: Review and future research directions. Water Research 202, pages 117419.
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Mir Jafar Sadegh Safari & Shervin Rahimzadeh Arashloo. (2021) Kernel ridge regression model for sediment transport in open channel flow. Neural Computing and Applications 33:17, pages 11255-11271.
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Isa Ebtehaj, Hossein Bonakdari, Amir Hossein Zaji & Bahram Gharabaghi. (2020) Evolutionary optimization of neural network to predict sediment transport without sedimentation. Complex & Intelligent Systems 7:1, pages 401-416.
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Mir Jafar Sadegh Safari & Shervin Rahimzadeh Arashloo. (2021) Sparse kernel regression technique for self-cleansing channel design. Advanced Engineering Informatics 47, pages 101230.
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Isa Ebtehaj, Hossein Bonakdari, Hamed Azimi, Bahram Gharabghi, Seyed Hamed Ashraf Talesh, Ali Jamali & Rama Rao Karri. 2021. Soft Computing Techniques in Solid Waste and Wastewater Management. Soft Computing Techniques in Solid Waste and Wastewater Management 131 144 .
Khadije Lotfi, Hossein Bonakdari, Isa Ebtehaj, Robert Delatolla, Ali Akbar Zinatizadeh & Bahram Gharabaghi. (2020) A novel stochastic wastewater quality modeling based on fuzzy techniques. Journal of Environmental Health Science and Engineering 18:2, pages 1099-1120.
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Mir Jafar Sadegh Safari. (2020) Hybridization of multivariate adaptive regression splines and random forest models with an empirical equation for sediment deposition prediction in open channel flow. Journal of Hydrology 590, pages 125392.
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Saad Sh. Sammen, Mohammad Ali Ghorbani, Anurag Malik, Yazid Tikhamarine, Mohammad AmirRahmani, Nadhir Al-Ansari & Kwok-Wing Chau. (2020) Enhanced Artificial Neural Network with Harris Hawks Optimization for Predicting Scour Depth Downstream of Ski-Jump Spillway. Applied Sciences 10:15, pages 5160.
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Senlin Zhu, Bahrudin Hrnjica, Jiangyu Dai & Bellie Sivakumar. (2020) RETRACTED: Machine learning approaches for estimation of sediment settling velocity. Journal of Hydrology 586, pages 124911.
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Isa Ebtehaj, Hossein Bonakdari, Mir Jafar Sadegh Safari, Bahram Gharabaghi, Amir Hossein Zaji, Hossien Riahi Madavar, Zohreh Sheikh Khozani, Mohammad Sadegh Es-haghi, Aydin Shishegaran & Ali Danandeh Mehr. (2020) Combination of sensitivity and uncertainty analyses for sediment transport modeling in sewer pipes. International Journal of Sediment Research 35:2, pages 157-170.
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Carlos Montes, Sergio Vanegas, Zoran Kapelan, Luigi Berardi & Juan Saldarriaga. (2020) Non-deposition self-cleansing models for large sewer pipes. Water Science and Technology 81:3, pages 606-621.
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Liu Penghui, Ahmed A. Ewees, Beste Hamiye Beyaztas, Chongchong Qi, Sinan Q. Salih, Nadhir Al-Ansari, Suraj Kumar Bhagat, Zaher Mundher Yaseen & Vijay P. Singh. (2020) Metaheuristic Optimization Algorithms Hybridized With Artificial Intelligence Model for Soil Temperature Prediction: Novel Model. IEEE Access 8, pages 51884-51904.
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Isa Ebtehaj, Hossein Bonakdari & Mohammad Sadegh Es-haghi. (2018) Design of a Hybrid ANFIS–PSO Model to Estimate Sediment Transport in Open Channels. Iranian Journal of Science and Technology, Transactions of Civil Engineering 43:4, pages 851-857.
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Mir Jafar Sadegh Safari, Isa Ebtehaj, Hossein Bonakdari & Mohammad Sadegh Es-haghi. (2019) Sediment transport modeling in rigid boundary open channels using generalize structure of group method of data handling. Journal of Hydrology 577, pages 123951.
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Mahmoudreza Tabatabaei, Amin Salehpour Jam & Seyed Ahmad Hosseini. (2019) Presenting a New Approach to Increase the Efficiency of the Sediment Rating Curve Model in Estimating Suspended Sediment Load in Watersheds (Case Study: Mahabad-Chai River, Lake Urmia Basin, West Azarbayejan Province, Iran). journal of watershed management research 10:19, pages 181-193.
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Zaher Mundher Yaseen, Wan Hanna Melini Wan Mohtar, Ameen Mohammed Salih Ameen, Isa Ebtehaj, Siti Fatin Mohd Razali, Hossein Bonakdari, Sinan Q Salih, Nadhir Al-Ansari & Shamsuddin Shahid. (2019) Implementation of Univariate Paradigm for Streamflow Simulation Using Hybrid Data-Driven Model: Case Study in Tropical Region. IEEE Access 7, pages 74471-74481.
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Hossein Bonakdari, Bahram Gharabaghi & Isa Ebtehaj. 2019. Intelligent Computing. Intelligent Computing 119 128 .
Isa Ebtehaj, Hossein Bonakdari & Amir Hossein Zaji. (2018) A new hybrid decision tree method based on two artificial neural networks for predicting sediment transport in clean pipes. Alexandria Engineering Journal 57:3, pages 1783-1795.
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Azadeh Gholami, Hossein Bonakdari, Isa Ebtehaj, Majid Mohammadian, Bahram Gharabaghi & Saeed Reza Khodashenas. (2018) Uncertainty analysis of intelligent model of hybrid genetic algorithm and particle swarm optimization with ANFIS to predict threshold bank profile shape based on digital laser approach sensing. Measurement 121, pages 294-303.
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Azadeh Gholami, Hossein Bonakdari, Isa Ebtehaj, Bahram Gharabaghi, Saeed Reza Khodashenas, Seyed Hamed Ashraf Talesh & Ali Jamali. (2018) A methodological approach of predicting threshold channel bank profile by multi-objective evolutionary optimization of ANFIS. Engineering Geology 239, pages 298-309.
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Zohreh Sheikh Khozani, Hossein Bonakdari & Isa Ebtehaj. (2018) An expert system for predicting shear stress distribution in circular open channels using gene expression programming. Water Science and Engineering 11:2, pages 167-176.
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Cuiyun Liu, Shuai Tan, Xiaohua Zhang, Jinpeng Yu, Yanhua Xu & Yonghai Xu. (2018) The Research on the Deposition Regularity of Suspended Particles in Storm Sewer. Water, Air, & Soil Pollution 229:3.
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Hamed Azimi, Hossein Bonakdari, Isa Ebtehaj, Bahram Gharabaghi & Fatemeh Khoshbin. (2017) Evolutionary design of generalized group method of data handling-type neural network for estimating the hydraulic jump roller length. Acta Mechanica 229:3, pages 1197-1214.
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Hamed Azimi, Hossein Bonakdari, Isa Ebtehaj & David G. Michelson. (2016) A combined adaptive neuro-fuzzy inference system–firefly algorithm model for predicting the roller length of a hydraulic jump on a rough channel bed. Neural Computing and Applications 29:6, pages 249-258.
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Isa Ebtehaj & Hossein Bonakdari. (2017) Design of a fuzzy differential evolution algorithm to predict non-deposition sediment transport. Applied Water Science 7:8, pages 4287-4299.
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Saba Shaghaghi, Hossein Bonakdari, Azadeh Gholami, Isa Ebtehaj & Maryam Zeinolabedini. (2017) Comparative analysis of GMDH neural network based on genetic algorithm and particle swarm optimization in stable channel design. Applied Mathematics and Computation 313, pages 271-286.
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Isa Ebtehaj, Hossein Bonakdari & Amir Hossein Zaji. (2016) A nonlinear simulation method based on a combination of multilayer perceptron and decision trees for predicting non-deposition sediment transport. Water Supply 16:5, pages 1198-1206.
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Isa Ebtehaj, Hossein Bonakdari & Shahaboddin Shamshirband. (2016) Extreme learning machine assessment for estimating sediment transport in open channels. Engineering with Computers 32:4, pages 691-704.
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