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For a normalized state with the required position and momentum moments, and the Robertson uncertainty principle give . In a quantum harmonic oscillator, the arithmetic-geometric mean inequality then bounds the variance contribution to energy below by .
For a state with zero position and momentum means, positivity of for every real gives
The discriminant is nonpositive, hence .
Equality requires the centred vectors and to be imaginary scalar multiples. Thus, for some ,
In the position representation this is a first-order differential equation, whose normalizable solutions are
Hence the states saturating the position-momentum uncertainty relation are Gaussian wave packets, up to translation, modulation, and phase.

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