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

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...

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Bibliographic Details
Date:	2026
Main Authors:	Korovushkin , V., Boichenko , S., Kuznietsov , M., Danilin , O.
Format:	Article
Language:	Ukrainian
Published:	Institute of Renewable Energy National Academy of Sciences of Ukraine 2026
Subjects:	Power System Optimization AC Optimal Power Flow (AC-OPF) Steepest Descent Method Stochastic Gradient Descent (SGD) Ill-conditioned problems Convergence analysis.
Online Access:	https://ve.org.ua/index.php/journal/article/view/623
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Journal Title:	Vidnovluvana energetika
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