Optimal output feedback by gradient methods with optimal stepsize adjustment

One of the major drawbacks to the use of gradient algorithms for the design of output-feedback controllers is the possibility of closed-loop instability following a step in the gain-parameter space. An algorithm is proposed which obtains optimal stepsizes at each stage of a gradient search, and automatically tests for and avoids unstable values of the gain parameters.