Mathematical optimization as element of innovative educational management in modern complex conditions

Abstract

The article explores the importance of mathematical optimization as a core instrument of innovative educational management under conditions of uncertainty, crises, and rapid transformations. Optimization methods provide a scientific basis for effective resource distribution, scenario forecasting, and reduction of management risks. Their integration with hybrid approaches, including big data analytics and artificial intelligence, enhances adaptability, sustainability, and innovative development of educational institutions.