At a regular constrained stationary point of on , the Lagrange multiplier method solves
For the first problem, substitute to obtain
Its stationary equations imply either or , and in either case the only real stationary point is , . Coercivity ensures that the minimum is attained, so
at .
For the second problem, the arithmetic-geometric mean inequality gives
Consequently
Equality occurs at , and hence

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