Synthesis of Optimized Piecewise-Linear Systems Using Similarity Transformation, Part I: Basic Principles

Practical realization of nonlinear dynamic systems based on their state models raises an issue of finding such a form with low sensitivity to changes of network parameters. Present paper deals with a method for sensitivity optimization that keeps qualitative character of the system dynamics and increases the robustness of practical realization