Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streams

Author:

Hai Tao123,Li Hongwei4,Band Shahab S.5,Shadkani Sadra6,Samadianfard Saeed6ORCID,Hashemi Sajjad6,Chau Kwok-Wing7ORCID,Mousavi Amir8910ORCID

Affiliation:

1. School of Computer and Information, Qiannan Normal University for Nationalities, Duyun, Guizhou, People’s Republic of China

2. College of Artificial Intelligence, Nanchang Institute of Science and Technology, Nanchang, People’s Republic of China

3. Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia

4. School of Information Engineering, Yulin university, Yulin, People’s Republic of China

5. Future Technology Research Center, College of Future, National Yunlin University of Science and Technology, Yunlin, Taiwan

6. Department of Water Engineering, Faculty of Agriculture, University of Tabriz, Tabriz, Iran

7. Department of Civil and Environmental Engineering, Hong Kong Polytechnic University, Hong Kong, People’s Republic of China

8. Obuda University, Budapest, Hungary

9. Slovak University of Technology in Bratislava, Bratislava, Slovakia

10. Institute of Information Society, University of Public Service, Budapest, Hungary

Publisher

Informa UK Limited

Subject

Modeling and Simulation,General Computer Science

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