Modified Rat Swarm Optimization (MRSO) Algorithm

This algorithm presents the Modified Rat Swarm Optimizer (MRSO), enhancing the RSO algorithm for better global optimization performance.

This study introduces the Modified Rat Swarm Optimizer (MRSO), designed to improve the balance between exploration and exploitation in the Rat Swarm Optimizer (RSO). The MRSO's key innovations are aimed at enhancing search efficiency and robustness, making it particularly suitable for tackling complex optimization tasks, including real-world engineering problems. Extensive testing was conducted using classical benchmark functions and CEC 2019 test function. See (MRSO: Balancing Exploration and Exploitation through Modified Rat Swarm Optimization for Global Optimization) (https://doi.org/10.3390/a17090423 )