Explain, with justification, the significance of the eigenvalues of the Hessian in classifying the critical points of a function . In what circumstances are the eigenvalues inconclusive in establishing the character of a critical point?
Consider the function on ,
Find and classify all of its critical points, for all real . How do the locations of the critical points change as ?