This study presents an improved chaotic flower pollination algorithm (CFPA) with a view to handle the optimal power flow (OPF) problem integrating a hybrid wind and solar power and generate the optimal settings of generator power. bus voltages. shunt reactive power. and tap setting transformers. https://www.mariameetsanna.com/product-category/4-20-4vvv/