STEEPEST DESCENT METHOD: LIMITATIONS ANALYSIS AND EVOLVING APPLICABILITY IN MODERN POWER SYSTEMS

• Дата: 2026
• Автори: Korovushkin , V., Boichenko , S., Kuznietsov , M., Danilin , O.
• Формат: Стаття
• Мова: Українська
• Опубліковано: Institute of Renewable Energy National Academy of Sciences of Ukraine 2026
• Теми: Power System Optimization; AC Optimal Power Flow (AC-OPF); Steepest Descent Method; Stochastic Gradient Descent (SGD); Ill-conditioned problems; Convergence analysis.
• Онлайн доступ: https://ve.org.ua/index.php/journal/article/view/623
• Назва журналу: Vidnovluvana energetika

The article provides a systematic critical analysis of the steepest descent (SD) method in the context of optimizing modern energy systems. Despite its historical significance as the archetype of iterative algorithms, SD has been proven to be significantly limited in solving large-scale problems suc...