Optimal control in ecology and environmental protection based on quantum computing
The article considers the solution of the optimal control tasks in ecology and environmental protection based on quantum computing. Pollution dynamics are investigated, with natural decay, diffusion and controlled remediation treatments being considered. Optimal control is designed to minimize envir...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2025-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/23/e3sconf_aees2025_01029.pdf |
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| author | Muhamediyeva D. T. Mamatov N. S. Raupova M. H. Mukhtarova Donata Kholiyorov Umirzok |
| author_facet | Muhamediyeva D. T. Mamatov N. S. Raupova M. H. Mukhtarova Donata Kholiyorov Umirzok |
| author_sort | Muhamediyeva D. T. |
| collection | DOAJ |
| description | The article considers the solution of the optimal control tasks in ecology and environmental protection based on quantum computing. Pollution dynamics are investigated, with natural decay, diffusion and controlled remediation treatments being considered. Optimal control is designed to minimize environmental impact while also minimizing the costs of cleaning up the environment. To solve the problem effectively, a quantum optimization algorithm is proposed. For this, the desired problem is transformed into a quadratic optimization problem. This enables the application of quantum computing to the formulation of optimal policies for environmental regulation. Experiments are performed, a comparison is made between quantum-classical approaches and conventional techniques, and the feasibility of quantum optimization in sustainability issues is debated. |
| format | Article |
| id | doaj-art-5f7b05af07b74df6913506edaff61bb2 |
| institution | DOAJ |
| issn | 2267-1242 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj-art-5f7b05af07b74df6913506edaff61bb22025-08-20T03:06:25ZengEDP SciencesE3S Web of Conferences2267-12422025-01-016230102910.1051/e3sconf/202562301029e3sconf_aees2025_01029Optimal control in ecology and environmental protection based on quantum computingMuhamediyeva D. T.0Mamatov N. S.1Raupova M. H.2Mukhtarova Donata3Kholiyorov Umirzok4Tashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityTashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityChirchik State Pedagogical UniversityTashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityTashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityThe article considers the solution of the optimal control tasks in ecology and environmental protection based on quantum computing. Pollution dynamics are investigated, with natural decay, diffusion and controlled remediation treatments being considered. Optimal control is designed to minimize environmental impact while also minimizing the costs of cleaning up the environment. To solve the problem effectively, a quantum optimization algorithm is proposed. For this, the desired problem is transformed into a quadratic optimization problem. This enables the application of quantum computing to the formulation of optimal policies for environmental regulation. Experiments are performed, a comparison is made between quantum-classical approaches and conventional techniques, and the feasibility of quantum optimization in sustainability issues is debated.https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/23/e3sconf_aees2025_01029.pdf |
| spellingShingle | Muhamediyeva D. T. Mamatov N. S. Raupova M. H. Mukhtarova Donata Kholiyorov Umirzok Optimal control in ecology and environmental protection based on quantum computing E3S Web of Conferences |
| title | Optimal control in ecology and environmental protection based on quantum computing |
| title_full | Optimal control in ecology and environmental protection based on quantum computing |
| title_fullStr | Optimal control in ecology and environmental protection based on quantum computing |
| title_full_unstemmed | Optimal control in ecology and environmental protection based on quantum computing |
| title_short | Optimal control in ecology and environmental protection based on quantum computing |
| title_sort | optimal control in ecology and environmental protection based on quantum computing |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/23/e3sconf_aees2025_01029.pdf |
| work_keys_str_mv | AT muhamediyevadt optimalcontrolinecologyandenvironmentalprotectionbasedonquantumcomputing AT mamatovns optimalcontrolinecologyandenvironmentalprotectionbasedonquantumcomputing AT raupovamh optimalcontrolinecologyandenvironmentalprotectionbasedonquantumcomputing AT mukhtarovadonata optimalcontrolinecologyandenvironmentalprotectionbasedonquantumcomputing AT kholiyorovumirzok optimalcontrolinecologyandenvironmentalprotectionbasedonquantumcomputing |