Abstract The grey wolf optimizer is an effective and well-known meta-heuristic algorithm. but it also has the weaknesses of insufficient population diversity. falling into local optimal solutions easily. and unsatisfactory convergence speed. https://allfixelectricales.shop/product-category/audio-adaptor/