Publications by authors named "Moyosore Adegboye"
Article Synopsis
- The FOX algorithm is a new metaheuristic inspired by fox behavior but can get stuck in local optima when solving complex problems due to its weak exploitation abilities.
- This research enhances the FOX algorithm for feature selection using an improved method called FOX-GWO, which combines it with the Grey Wolf Optimizer to strengthen its local search capabilities.
- The FOX-GWO outperformed the basic FOX algorithm in 83.33% of tested datasets for accuracy, 61.11% in reducing feature dimensionality, and 72.22% for fitness, making it a powerful tool for high-dimensional data analysis and improving predictive model performance.
