Ritesh Kumar Singh

The field of metaheuristic optimization has experienced a surge in novel algorithmic developments in recent years, yet there is a lack of consolidated resources focusing on these innovations, especially their categorization and applications in solving real-world problems. This work fills the gap by categorizing and detailing the most recently developed metaheuristic optimization algorithms into local, global, and hybrid methods. The authors explore various optimization algorithms like Runge Kutta Optimization, Manta Ray Foraging Optimization, and Hybrid Marine Predators Algorithm, explaining their mechanisms, pseudocode, and advantages. It also provides case studies to demonstrate their practical applications in fields like supply chain management, robotics, energy optimization, and so on. Thus, the work bridges the gap between theory and application, offering insights that will inspire further innovation and practical implementation of modern optimization techniques.

About the author Ritesh kr singh, the Son of Mr. Ram kr Singh & Mrs. Asha Singh, is a young multi-lingual author, poet, anchor and literary enthusiast from the lap of nature Giridih, Jharkhand. Born on August 5, 1996, in the native village, Arrah, Bihar. A first class post-Graduate in English language & literature, and Jharkhand English Author's Conclave fame. His writings are widely published and featured in several national and international Anthologies, Magazines, websites, journals, exhibitions and other literary platforms. The Flying Realistic Words is the collection of his early verses written in the days of bloom. This is the very first poetry collection of a young poet from the lap of nature Giridih, JHARKHAND, India. You will find the realistic poems on contemporary problems and of course the man of classical letters also write about the love and romance. you will find all the above in this very book.