Optimization Of Genetic Algorithm Using PSO In Food Menu Recommendation System

Covid-19 is a pandemic caused by a virus and attacks the whole world, one way to overcome this is by regulating diet, but not everyone is able or understands how to maintain a healthy lifestyle. The lack of knowledge about foods rich in protein, nutrients, minerals and vitamins extends the healing process of Covid-19 by increasing the immune system. Therefore we need a system with artificial intelligence (AI) that can provide food menu recommendations for the general public. The menu can sThe genetic algorithm is used to carry out training data and provide prediction and decisions based on existing data, and the PSO algorithm is used to optimize the learning process of the genetic algorithm, the algorithm optimization is carried out with a configuration of max population 200, max generations 500, mutation rate 0.03, this configuration produces the best value with a time of 2284ms, iterations 309 and accuracy 90.58%