Applications of gray wolf and humpty whale optimizations on mathematical modeling

This paper, titled Applications of Grey Wolf and Humpback Whale Optimization on Mathematical Modeling, investigates the applications of the Grey Wolf Optimizer and Humpback Whale Optimization algorithms on mathematical modeling. First, the Grey Wolf Optimizer naturally mimics the hunting process in the wild, inspired by the leadership hierarchy of wolf packs. Second, Humpback Whale Optimization is inspired by the hunting strategy of humpback whales. This algorithm generates solutions to optimization problems based on the social behavior and communication of whales. It presents successful implementations of these algorithms on mathematical models and evaluates their performance on real-life inspired optimization problems. The results show that Gray Wolf and Humpback Whale Optimization can produce effective and efficient solutions in various mathematical models. It is emphasized that these two algorithms can have various applications in scientific and industrial fields.