Nonsmooth Convex Optimization using the Specular Gradient Method with Root-Linear Convergence

Kiyuob Jung, Jehan Oh

We propose the specular gradient method for one-dimensional convex optimization. Assuming that the minimum is attained and a suitable initial distance bound holds, we establish R-l…