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Positive right and adjoint eigenfunctions have the same eigenvalue
Statement
For the closed-manifold operator of the formal-adjoint lemma, assume is nonempty and suppose smooth functions and satisfy and , with real constants . Then . Positivity and compactness also give and , so division by either is smooth and bounded.
Facts & Assumptions
Given: the hypotheses in the Statement; work in ZFC.
Goal: establish the Statement.
The integration-by-parts identity holds for the smooth real functions in question. Formal adjoint of a real drift Laplacian on a closed manifold
A continuous real-valued function on a nonempty compact space attains a maximum and a minimum. A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism
Smooth real-valued maps on smooth manifolds are continuous. Smooth maps are continuous
The composite of two smooth maps between smooth manifolds is smooth. Identity maps and composites of smooth maps are smooth
The smooth Riemannian metric and its smooth Levi–Civita connection are those of the formal-adjoint setting. Formal adjoint of a real drift Laplacian on a closed manifold
The dual connection on and finite product connections on are well-defined smooth connections, obey the tensor Leibniz rule, and are function-linear in their vector-field argument. Dual connection Product connection on tensor and hom bundles
Assuming countable choice, integration of compactly supported smooth densities is linear and strictly positive on a nonzero nonnegative density. Orientation-free density integration and its properties
The existing ZFC assumption includes the Axiom of Choice; applying it to countable families supplies the countable choice required by F7. The Axiom of Choice
Proof
Given: the hypotheses in the Statement; work in ZFC.
Goal: establish the Statement.
[F1] The integration-by-parts identity holds for the smooth real functions in question. Formal adjoint of a real drift Laplacian on a closed manifold
[F2] A continuous real-valued function on a nonempty compact space attains a maximum and a minimum. A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism
[F3] Smooth real-valued maps on smooth manifolds are continuous. Smooth maps are continuous
[F4] The composite of two smooth maps between smooth manifolds is smooth. Identity maps and composites of smooth maps are smooth
[F5] The smooth Riemannian metric and its smooth Levi–Civita connection are those of the formal-adjoint setting. Formal adjoint of a real drift Laplacian on a closed manifold
[F6] The dual connection on and finite product connections on are well-defined smooth connections, obey the tensor Leibniz rule, and are function-linear in their vector-field argument. Dual connection Product connection on tensor and hom bundles
[F7] Assuming countable choice, integration of compactly supported smooth densities is linear and strictly positive on a nonzero nonnegative density. Orientation-free density integration and its properties
[F8] The existing ZFC assumption includes the Axiom of Choice; applying it to countable families supplies the countable choice required by F7. The Axiom of Choice
Proof technique: direct.
Use the adjoint identity with and . Substituting the eigenvalue equations and using linearity in F7 gives . Since is nonempty, is a nonzero positive smooth density. Its support is all of compact , so F7 applies, with countable choice supplied by F8, and gives . Hence the eigenvalues agree.
By F3 the smooth real functions and are continuous. Apply F2 to them on the nonempty compact manifold . Each attains its minimum at a point where its value is positive, giving and . The map , , is smooth: its derivative of order is . Since and take values in this open interval, F4 makes and smooth. They satisfy and . For define and using F5 and F6. Function-linearity in the differentiating vector field makes a covariant -tensor; the smooth dual and product connections show inductively that all these tensors have smooth local components. For every fixed derivative order, the squared Riemannian norm of the corresponding covariant derivative of either smooth reciprocal is a smooth real function: in coordinates it is a finite contraction of smooth tensor components with the smooth inverse metric. It is continuous by F3 and bounded by F2, so its nonnegative square root, the Riemannian norm itself, is continuous and bounded as well. This proves all assertions.
Depends on
- Formal adjoint of a real drift Laplacian on a closed manifold
- A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism
- Smooth maps are continuous
- Identity maps and composites of smooth maps are smooth
- Dual connection
- Product connection on tensor and hom bundles
- Orientation-free density integration and its properties
- The Axiom of Choice
Dependency tree · 2 levels
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