Question: are genetic algorithms machine learning?
Answer: Genetic algorithms are important in machine learning for three reasons. First, they act on discrete spaces, where gradient-based methods cannot be used. ... Second, they are essentially reinforcement learning algorithms. The performance of a learning system is determined by a single number, the fitness.