METHODS AND ALGORITHMS OF SWARM INTELLIGENCE FOR THE PROBLEMS OF NONLINEAR REGRESSION ANALYSIS AND OPTIMIZATION OF COMPLEX PROCESSES, OBJECTS, AND SYSTEMS: REVIEW AND MODIFICATION OF METHODS AND ALGORITHMS

• Date: 2024
• Main Authors: Khaidurov, Vladyslav, Tatenko, Vadym, Lytovchenko, Mykyta, Tsiupii, Tamara, Zhovnovach, Tetiana
• Format: Article
• Language: English
• Published: General Energy Institute of the National Academy of Sciences of Ukraine 2024
• Subjects: optimization; swarm intelligence; mathematical modelling; nonlinear regression; complex objects and systems.
• Online Access: https://systemre.org/index.php/journal/article/view/858
• Journal Title: System Research in Energy

The development of high-speed methods and algorithms for global multidimensional optimization and their modifications in various fields of science, technology, and economics is an urgent problem that involves reducing computing costs, accelerating, and effectively searching for solutions to such pro...