What is the significance of the Armijo rule in optimization algorithms?

The Armijo rule is important in optimization algorithms because it helps determine the step size for moving towards the optimal solution. It ensures that the algorithm converges efficiently by balancing the trade-off between making progress towards the solution and avoiding overshooting it.