Reversing the signs of the value, the vector field and the matrix turns a second-order equation operator on the Wasserstein space into another one with the same ellipticity, exchanges its two delta-shifts, and exchanges classical and viscosity subsolutions with supersolutions of the reversed operator under passage to the negative of the function.
In the setting of The Intrinsic Calculus on the Wasserstein Space: Standing Notation, let be a penalty pair on and let be a second-order equation operator over , defined on , with -shifts and relative to that pair for each positive . In this statement the letter denotes a real number; the dimension written in Wasserstein Spaces, Random Vectors, Vector Fields and Symmetric Matrices in Every Dimension: Standing Notation is not used. For and , denotes the real multiple ; for , denotes the real multiple of Euclidean Space and Real Matrices: Standing Notation (ii), which belongs to by claim 1 of The Positive Semidefinite Ordering is a Partial Order Compatible with the Linear Structure and satisfies by claim 5 of Properties of the Norm of a Symmetric Real Matrix applied with the multiplier , whose absolute value is by claim 2 of Properties of the Absolute Value in an Ordered Field and Absolute Value in an Ordered Field, since by claim 1 of Elementary Arithmetic in an Ordered Field; and for , denotes the function on with value at , and likewise for a function on . Intrinsic test functions, degenerate ellipticity, the classical subsolutions, supersolutions and solutions of an operator on a set of measures, and the viscosity subsolutions, supersolutions and solutions relative to a penalty pair are those of the definitions cited. Define
Then the following hold.
1. (Operator) is a second-order equation operator over , and applying the same construction to returns .
2. (Ellipticity) is degenerate elliptic if and only if is degenerate elliptic.
3. (Shifts) For every positive , every , every and every ,
4. (Classical solutions) Let be an intrinsic test function on . Then is a classical subsolution of on if and only if is a classical supersolution of on ; is a classical supersolution of on if and only if is a classical subsolution of on ; and is a classical solution of on if and only if is a classical solution of on .
5. (Viscosity solutions) Let . Then is a viscosity subsolution of relative to the penalty pair if and only if is a viscosity supersolution of relative to the penalty pair; is a viscosity supersolution of relative to the penalty pair if and only if is a viscosity subsolution of relative to the penalty pair; and is a viscosity solution of relative to the penalty pair if and only if is a viscosity solution of relative to the penalty pair. In each equivalence the penalty-subordinate growth required of by the one definition holds if and only if that required of by the other holds.
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