Maximizing pumpkin yield is a crucial goal for farmers. To achieve optimal results, innovative algorithmic strategies are increasingly being utilized. These algorithms can analyze vast information related to pumpkin growth, including soil conditions, weather patterns, and nutrient requirements. B