For every , the polynomial has exactly five stationary points: the origin and the four points with . Its gradient factors asIf a coordinate vanishes at a stationary point, both do. Otherwise put , to obtain and . Dividing gives and then .
At the origin, the Hessian matrix vanishes. Axis restrictions give , while diagonal restrictions give for small nonzero . Thus the origin is a degenerate saddle point of a scalar function. Its leading quartic term is nonpositive, showing why the sign of the first nonzero homogeneous term alone need not settle the problem when that term vanishes along some directions.
At each nonzero stationary point, the Hessian matrix has diagonal entries and off-diagonal entries . Its positive eigenvalues and prove strict local minima. They are also global minima of value : the arithmetic-geometric mean inequality gives , and the minimum of for is at . Equality requires .
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