The Hessian matrix isAt each nonzero stationary point, its diagonal entries are and the off-diagonal entries are . Its eigenvalues are and , both positive. Thus the Hessian matrix is positive definite, and the second-derivative test proves thatTheir common value is . In fact they are global minima: with , the arithmetic-geometric mean inequality gives , soThe last one-variable polynomial attains its minimum at , and equality in the first bound requires , precisely the four points above.
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