Well placement optimization is considered a non-convex and highly multimodal optimization problem. In this article. a modified crow search algorithm is proposed to tackle the well placement optimization problem. This article proposes modifications based on local search and niching techniques in the crow search algorithm (CSA). https://jalyttlers.shop/product-category/hallway-runner/