This paper deals with robustness properties of a control system subjec
t to parameter uncertainty when the parameters appear affine multiline
arly in the coefficients of the characteristic polynomial. The robust
Hurwitz stability of such a multilinear interval polynomial family red
uces to that of the stability of a set of manifolds derived from the K
haritonov polynomials. Several extremal properties of these stability
manifolds are derived. These properties are useful in determining the
worst case parametric, H(infinity) and nonlinear sector bounded stabil
ity margins for control systems containing interval parametric uncerta
inty. They generalize previous results obtained by the authors for the
linear case.