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://cuttingedgecutleryco.shop/product-category/multi-tool/