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| Main Authors: | , , |
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| Format: | Recurso digital |
| Language: | English |
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Zenodo
2021
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| Online Access: | https://doi.org/10.1002/num.22710 |
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| _version_ | 1866901127587430400 |
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| author | Darehmiraki, Majid Rezazadeh, Arezou Ahmadian, Ali |
| author_facet | Darehmiraki, Majid Rezazadeh, Arezou Ahmadian, Ali |
| contents | In this paper, we propose an artificial neural network model (ANN) to solve a partial differential equation (PDE) constrained optimization problem. Here, the discretize then optimize approach is used. At first, the Legendre polynomials are used to discretize the optimization problem and transform it into a quadratic optimization problem with linear constraint. Then an ANN model is proposed to solve the obtained quadratic optimization problem. Finally, several examples are presented to illustrate the abilities and efficiency of the proposed approach. 2020 Wiley Periodicals LLC |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_1002_num_22710 |
| institution | Zenodo |
| language | eng |
| publishDate | 2021 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | An artificial neural network-based method for the optimal control problem governed by the fractional parabolic equation Darehmiraki, Majid Rezazadeh, Arezou Ahmadian, Ali fractional PDE Legendre polynomial neural network optimal control In this paper, we propose an artificial neural network model (ANN) to solve a partial differential equation (PDE) constrained optimization problem. Here, the discretize then optimize approach is used. At first, the Legendre polynomials are used to discretize the optimization problem and transform it into a quadratic optimization problem with linear constraint. Then an ANN model is proposed to solve the obtained quadratic optimization problem. Finally, several examples are presented to illustrate the abilities and efficiency of the proposed approach. 2020 Wiley Periodicals LLC |
| title | An artificial neural network-based method for the optimal control problem governed by the fractional parabolic equation |
| topic | fractional PDE Legendre polynomial neural network optimal control |
| url | https://doi.org/10.1002/num.22710 |