  Sensitivity analysis of the optimal solution in response surface methodology
is studied and an explicit form of the effect of perturbation of the regression
coefficients on the optimal solution is obtained. The characterisation of the
critical point of the convex program corresponding to the optimum of a response
surface model is also studied. The asymptotic normality of the optimal solution
follows by standard methods.
