Wild horse optimizer (WHO) is a recently proposed metaheuristic algorithm that simulates the social behavior of wild horses in nature. Although WHO shows competitive performance compared to some algorithms. it suffers from low exploitation capability and stagnation in local optima. This paper presents an improved wild horse optimizer (IWHO). https://fitnessgravesyardes.shop/product-category/front-wheel-axle/