Yuri Malitsky Source Confirmed
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
John Brown University
faculty
Research Areas
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Biography and Research Information
OverviewAI-generated summary
Yuri Malitsky's research centers on constraint satisfaction, optimization, and the development of metaheuristic optimization algorithms. His work encompasses AI-based problem-solving and planning, alongside machine learning techniques for data classification, data management, and algorithm design. Recent contributions include innovative approaches to algorithm configuration, such as real-time algorithm configuration through tournaments and the use of latent features for algorithm selection. Malitsky's work also explores non-model-based search guidance for set partitioning problems, and instance-specific algorithm configuration.
His primary research interests lie in the intersection of artificial intelligence and optimization, with a focus on enhancing problem-solving capabilities through intelligent algorithms and data-driven methodologies.
Metrics
- h-index: 19
- Publications: 58
- Citations: 1,424
Selected Publications
- Non-Model-Based Search Guidance for Set Partitioning Problems (2021) DOI
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