Gauss-Newton method with applications to convex optimization

This chapter studies the convex composite optimizations problem using the Gauss-Newton method. It discusses Gauss-Newton algorithm and quasi-regularity condition for the Gauss-Newton algorithm. The chapter provides the main semilocal convergence result for Gauss-Newton algorithm. It also includes numerical examples of the convex composite optimizations problem.