Nonlinear programming formulation for constrained feedback control system design

In the design of feedback control systems, modern techniques are often neglected in favor of the more classical trial and error techniques due to the difficulty of incorporating practical engineering constraints. This paper attempts to present algorithms that may overcome some of these difficulties. Efficient computational techniques from linear algebra are stressed as a means of making nonlinear programming and parameter optimization algorithms practical.