Objectives of the Laboratory of Mathematical Cybernetics and Computing Technologies.
The Laboratory of Mathematical Cybernetics and Computing Technologies (hereinafter referred to as the Laboratory) focuses on fundamental and applied research in the field of mathematical modeling of complex control systems, information processes, and computing methods.
Objectives of the Laboratory of Mathematical Cybernetics and Computing Technologies
To achieve these goals, the Laboratory addresses the following key objectives, structured by area of activity:
1. Theoretical research:
Development of mathematical models of cybernetic systems based on the theory of automata, differential equations, and graph structures for stability and controllability analysis.
Study of stochastic and deterministic optimization algorithms, including gradient methods, genetic algorithms, and neural networks, taking into account computational complexity.
2. Applied research:
Development of software for simulating cybernetic processes, including tools for parallel and real-time data processing.
Modeling and optimization of computing networks, including cloud and distributed systems, with a focus on reducing energy consumption and improving fault tolerance.
3. Experimental and computational work:
Conducting numerical experiments using high-performance computing clusters to verify mathematical models for forecasting and control tasks in electric power systems.
Analyzing big data using machine learning methods to identify patterns in cybernetic systems, including clustering, classification, and regression.
4. Collaboration and implementation:
Organization of interdisciplinary projects with partners from academia, industry, and government agencies to test developments in real-world scenarios.
Publishing results in leading scientific journals and participating in international conferences to exchange knowledge.
The Laboratory’s activities are based on the principles of scientific rigor, ethics, and innovation, taking into account contemporary challenges in the field of digital transformation and sustainable development.
International cooperation
Articles
Defense of doctoral dissertation
Intellectual property certificates