The Gaussian penalty is the cost strength times half the squared norm of the Sobolev space of order -1, that is, the lattice sum of the squared coordinates divided by the weights.
In the setting of The Wick-Square Problem on the Torus: Standing Notation, the Gaussian penalty is the function ,
where the lattice sum exists and equals by The Wick-Square Problem on the Torus: Standing Notation §state-space.
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