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Proof of The Hamilton-Jacobi Operator with Common Noise and Penalty Drift is Degenerate Elliptic

lemmalem:hamilton-jacobi-penalty-drift-elliptic-wasserstein-2026a
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· 1,698 chars · 7 deps · depth 35 Reason: Proof that the Hamilton-Jacobi operator with common noise and penalty drift is degenerate elliptic.

The trace is monotone for the semidefinite order and the common-noise intensity is nonnegative, so the only term depending on the matrix argument is nonincreasing in it.

Proof

Each result cited is universally quantified over the data in its own statement.

Let (ν,q)V(DΣ)(\nu,q)\in\mathcal{V}(\mathcal{D}_{\Sigma}), let rRr\in\mathbb{R} and let X,YS(d)X,Y\in\mathcal{S}(d) satisfy XYX\preceq Y. By The Trace as a Sum of Quadratic Forms, its Monotonicity and a Norm Bound §monotone, trXtrY\mathrm{tr}\,X\le\mathrm{tr}\,Y.

The multiplier κ2\tfrac{\kappa}{2}, the product of κ\kappa with the multiplicative inverse of 22, is nonnegative: that inverse is positive by claims 8 and 7 of Elementary Order Arithmetic in an Ordered Field, and claim 5 of Elementary Arithmetic in an Ordered Field, applied to 0κ0\le\kappa with it as the nonnegative multiplier, gives 0κ20\le\tfrac{\kappa}{2}, since the product of it with 00 is 00 by claim 1 of Zero Products and Elementary Identities in a Field and multiplication is commutative in the ordered field R\mathbb{R}. Hence claim 5 of Elementary Arithmetic in an Ordered Field gives

κ2trXκ2trY,\frac{\kappa}{2}\,\mathrm{tr}\,X\le\frac{\kappa}{2}\,\mathrm{tr}\,Y ,

and claim 3 of that lemma, used in both directions, gives

κ2trYκ2trX.-\frac{\kappa}{2}\,\mathrm{tr}\,Y\le-\frac{\kappa}{2}\,\mathrm{tr}\,X .

Adding to both sides the real number λ0r+θ2qν2+Σ(ν),qνg(ν)\lambda_{0}\,r+\tfrac{\theta}{2}\lVert q\rVert_{\nu}^{2}+\langle\Sigma(\nu),q\rangle_{\nu}-g(\nu), which does not depend on the matrix argument — the compatibility of the order with addition, an axiom of Ordered Field — and reading off the value of the operator from The Discounted Hamilton-Jacobi Equation with Common Noise and a Penalty Drift on the Wasserstein Space §operator gives

F(ν,r,q,Y)F(ν,r,q,X).F(\nu,r,q,Y)\le F(\nu,r,q,X).

Since (ν,q)(\nu,q), rr, XX and YY were arbitrary, FF is degenerate elliptic by Degenerate Elliptic Second-Order Equation Operators on the Wasserstein Space §elliptic.

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