MRSO: Balancing Exploration and Exploitation through Modified Rat Swarm Optimization for Global Optimization
Hemin Sardar Abdulla,
Azad A. Ameen,
Sarwar Ibrahim Saeed
et al.
Abstract:The rapid advancement of intelligent technology has led to the development of optimization algorithms that leverage natural behaviors to address complex issues. Among these, the Rat Swarm Optimizer (RSO), inspired by rats’ social and behavioral characteristics, has demonstrated potential in various domains, although its convergence precision and exploration capabilities are limited. To address these shortcomings, this study introduces the Modified Rat Swarm Optimizer (MRSO), designed to enhance the balance bet… Show more
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