Mode derivatives are linear and vanish on constants, and the restriction to the Sobolev space of order -1 of a twice continuously differentiable function on a negative Sobolev space has mode derivatives given by its gradient and Hessian evaluated on the unit families.
In the setting of The Wick-Square Problem on the Torus: Standing Notation, being twice differentiable along the modes and the mode derivatives and are those of Derivatives of a Function on the Sobolev Space of Order -1 along the Fourier Modes, and is the unit family of the mode . Functions on are added and multiplied by real numbers pointwise.
1. (Linear combinations and constants) Let be twice differentiable along the modes and let . Then is twice differentiable along the modes, and for every and
Every constant function on is twice differentiable along the modes, with both mode derivatives zero at every point and every mode.
2. (Restrictions from a negative Sobolev space) Let , let be the Sobolev space of order with its inner product , a real inner product space to which the calculus of Real Hilbert Spaces: Standing Notation and Background applies, and let be of class on , with gradient map and Hessian map . One has by repeated use of The Negative-Order Sobolev Spaces of the Torus are Hilbert Spaces: the Embedding of the Square-Integrable Classes, the Rescaled Trigonometric Basis, the Series Form of the Inner Product and the Inclusion of the Scale §inclusion, and for every mode by Lattice Sums of the Fourier Weights of the Torus, and the Negative Sobolev Norms as Lattice Sums §units. Then the restriction of to is twice differentiable along the modes, and for every and
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