Convergence of the iterates of the gradient method with constant stepsize
The gradient method with constant step length is the simplest method for solving unconstrained optimisation problems involving a continuously differentiable function with Lipschitz-continuous gradient. The motivation for this post came after reading this Wikipedia article where it is stated that under certain assumptions the sequence converges to a local optimum, but it is no further discussion is provided. Continue reading →