This study suggests a new nature-inspired metaheuristic optimization algorithm called the
red-tailed hawk algorithm (RTH). As a predator, the red-tailed hawk has a hunting strategy …

The butterfly optimization algorithm (BOA) is a meta-heuristic algorithm that mimics foraging
and mating behavior of butterflies. In order to alleviate the problems of slow convergence …

In recent years, many researchers have made a continuous effort to develop new and
efficient meta-heuristic algorithms to address complex problems. Hence, in this study, a …

Abstract The Particle Swarm Optimization (PSO) algorithm is easy to implement owing to its
simple framework, and has been successfully applied to many optimization problems …

Traditional optimization algorithms often have the problems of slow convergence and poor
accuracy when facing complex situations. Therefore, a parameter optimization method …

This work proposes a novel and improved Butterfly Optimization Algorithm (BOA), known as
LQBOA, to solve BOA's inherent limitations. The LQBOA uses Lagrange interpolation and …