Talk · E3S Web of Conferences · January 1, 2025
Optimal control in ecology and environmental protection based on quantum computing
D.T. Muhamediyeva, Narzillo Mamatov, M. H. Raupova, Donata Mukhtarova, Umirzok Kholiyorov
Abstract
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.
More by Narzillo Mamatov
- Margin-Guided Adaptive Model Routing for Resource-Efficient Speaker Verification on Edge DevicesComputation · 2026
- New Recursive Divided-Difference Interpolation MethodResearch Square · 2026
- Noise reduction and quality assessment in images using quantum computing based on artificial intelligence agentsInternational Conference on Digital Technologies, Optics, and Materials Science · 2026
- Modeling of blockchain technology-based hybrid secure communication system using autonomous artificial intelligence agentsInternational Conference on Digital Technologies, Optics, and Materials Science · 2026