For the boundary constraint , the Lagrange multiplier equations for areNeither coordinate can vanish at a stationary point. Substitution gives . For , and ; for , and . The constraint circle is compact, its gradient is nowhere zero, and every extremum must occur among these stationary points. ThusThe paired signs in each expression are linked. The inequality also confirms the global values.
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