A number of computational methods have been proposed in the literature to d
esign and synthesize feedback controls when the plant is modeled by nonline
ar dynamics. However, it is not immediately clear which is the best method
for a given problem; this may depend on the nature of the nonlinearities, s
ize of the system, whether the amount of control used or time needed for th
e method is a concern, and other factors. In this paper, a comprehensive co
mparison study of five methods for the synthesis of nonlinear control syste
ms is carried out. The performance of the methods on several test problems
are studied, and some recommendations are made as to which feedback control
method is best to use under various conditions.