
Dominik Dulas
Assistant Professor · Machine Learning
Wrocław University of Science and TechnologyAbout
Dominik Dulas is an academic staff member at Wroclaw University of Science and Technology, Faculty of Computer Science and Management, where he is affiliated with the Department of Computer Networks. He actively participates in multiple research teams, including the Machine Learning Team, Computer Networks Team, and Advanced Data Analysis Methods Team, contributing to interdisciplinary research in optimization and intelligent systems.
His research interests focus on computational intelligence and optimization, particularly in multi-objective and evolutionary methods. Key areas include:
- Multi-criteria optimization using gene interaction techniques
- Development of highly effective general-purpose optimizers using black-box methods
- Application-aware optimization of multilayered networks
- Machine learning classifiers trained via multi-objective optimization
- Metaheuristic algorithms for complex decision problems
Dr. Dulas supervises diploma theses, indicating an active role in academic mentoring. He holds a doctoral degree in engineering (dr inż.) and is involved in ongoing advanced research projects. His work bridges theoretical optimization and practical applications in network and data systems.
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