Powell has shown that the cyclic coordinate method with exact searches may not converge to a stationary point. In this note we consider a more general class of algorithms for unconstrained minimization, and establish their convergence under the assumption that the objective function has a unique minimum along any line.
Key words Cyclic Coordinate Method - Independent Search Directions - Cycling - Unconstrained Minimization