Mathematics, Artificial Intelligence, Machine Learning, Deep Learning, AI.
is used to achieve performance gains in terms of speed, simplicity, or both. The solutions provided by randomized algorithms are typically approximate rather than exact, but they offer advantages in terms of computational cost, particularly when dealing with complex or intractable problems. They