Backpropagation is NOT a Genetic Algorithm. Backpropagation is an algorithm inspired by the behavior of the human brain for updating and finding the optimal parameters to minimize the error function, while the Genetic Algorithm is an evolutionary model that simulates the biological behavior to solve an optimization problem.