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Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：34/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 出版年: 2021, 卷号: 17, 期号: 6, 页码: 4367-4378
作者:  Ren, Tao;  Niu, Jianwei;  Liu, Xuefeng;  Wu, Jiyan;  Lei, Xiaohui;  Zhang, Zhao
收藏  |  浏览/下载：39/0  |  提交时间：2021/07/30
Irrigation  Water resources  Logic gates  Predictive models  Reinforcement learning  Genetic algorithms  Numerical models  Canal control  hierarchical reinforcement learning (HRL)  model-free  multipool  south to north water transfer project  
Integrated approach for optimizing groundwater monitoring systems using evolutionary algorithms 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2021, 卷号: 66, 期号: 13, 页码: 1963-1978
作者:  Mahmod, Wael Elham;  Mohamed, Hassan, I;  Suleiman, Ahmed H.
收藏  |  浏览/下载：64/0  |  提交时间：2021/11/19
groundwater monitoring system (GMS)  evolutionary algorithms  genetic algorithms (GA)  modified genetic algorithms (MGA)  Assiut New Barrage (ANB)  
Snow depth retrieval from passive microwave imagery using different artificial neural networks 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2020, 卷号: 13, 期号: 15
作者:  Zaerpour, Arash;  Adib, Arash;  Motamedi, Ali
收藏  |  浏览/下载：23/0  |  提交时间：2021/01/07
Artificial neural networks  Genetic algorithms  Passive microwave  Brightness temperature  Special sensor microwave imager  
Precipitation forecasting by large-scale climate indices and machine learning techniques 期刊论文
发表期刊: 干旱区科学. 出版年: 2020, 卷号: 12, 期号: 5
作者:  Gholami Rostam Mehdi;  Sadatinejad Seyyed Javad;  Malekian Arash
收藏  |  浏览/下载：40/0  |  提交时间：2021/08/05
backpropagation  genetic algorithms  machine learning  multilayer perceptron  particle swarm optimization  Taylor diagram  
An integrated approach of GIS and geoelectrical techniques for wastewater leakage investigations: Active constraint balancing and genetic algorithms application 期刊论文
发表期刊: JOURNAL OF APPLIED GEOPHYSICS. 出版年: 2020, 卷号: 175
作者:  Attwa, Mohamed;  Zamzam, Sara
收藏  |  浏览/下载：21/0  |  提交时间：2020/05/22
GIS  Land-uselland-cover (LU/LC)  ERT  Active constrain balancing (ACB) inversion  Genetic algorithms (GA)  Wastewater management  
Precipitation forecasting by large-scale climate indices and machine learning techniques 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2020, 卷号: 12, 期号: 5, 页码: 854-864
作者:  Rostam, Mehdi Gholami;  Sadatinejad, Seyyed Javad;  Malekian, Arash
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/07
backpropagation  genetic algorithms  machine learning  multilayer perceptron  particle swarm optimization  Taylor diagram  
The parametric based optimization framework daylighting and energy performance in residential buildings in hot arid zone 期刊论文
发表期刊: ALEXANDRIA ENGINEERING JOURNAL. 出版年: 2018, 卷号: 57, 期号: 4, 页码: 3595-3608
作者:  Toutou, Ahmed;  Fikry, Mohamed;  Mohamed, Waleed
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Building optimization  Parametric design  Genetic algorithms  Building performance simulation  Daylighting  Energy modelling  
Isolating type-specific phenologies through spectral unmixing of satellite time series 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF DIGITAL EARTH. 出版年: 2018, 卷号: 11, 期号: 3, 页码: 233-245
作者:  Nagol, Jyoteshwar R.;  Sexton, Joseph O.;  Anand, Anupam;  Sahajpal, Ritvik;  Edwards, Thomas C.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
Spectral unmixing  land-surface phenology  NDVI  genetic algorithms  
Spatial Evolutionary Algorithm for Large-Scale Groundwater Management 会议论文
会议名称: 8th International Conference on Genetic and Evolutionary Computing (ICGEC). 会议地点: Nanchang, PEOPLES R CHINA. 会议日期: OCT 18-20, 2014
作者:  Wang, Jihua;  Cai, Ximing;  Valocchi, Albert
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/09
Spatial Optimization  Genetic Algorithms  Large-Scale  Decision making  Resources allocation