Ilia V. Baranov

Place of work

Organization:
the Kuban State Agrarian University

Author's articles(1)

Boolean functions and their applications in machine learning: from logical rules to explicable artificial intelligence

22.01.2026

Annotation

Automated scheduling is an applied task of discrete optimization, where graph models and combinatorial algorithms directly affect the quality of educational solutions. The article considers the schedule as a combinatorial optimization problem: from constructing a conflict graph and reducing it to coloring to hybrid schemes combining mathematical programming (MIP), SAT/SMT approaches and evolutionary methods. Special attention is paid to modern open data and tools: ITC 2019 instances (UniTime) and libraries for real implementations. The results of Russian research demonstrating the effectivenes...