Adjoint operators and diffeomorphism

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Discussion Overview

The discussion revolves around the concept of adjoint operators in the context of diffeomorphisms, specifically whether an analogous definition of adjoint operators exists when considering diffeomorphisms from ℝn to ℝn. The scope includes theoretical exploration and mathematical reasoning related to linear operators and their extensions to nonlinear transformations.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning

Main Points Raised

  • One participant questions whether an adjoint operator can be defined for a diffeomorphism of ℝn, drawing parallels to linear operators.
  • Another participant proposes a partial solution assuming the diffeomorphism is linear, stating that the adjoint is given by the transpose of the corresponding matrix A.
  • A participant notes that the metric tensor G can be expressed as G = A^T A, linking it to the inner product and suggesting a reduction of the problem to curvilinear deformations.
  • Further, a participant confirms that the relationship g = J^T J holds, where J is the Jacobian associated with the diffeomorphism.
  • Another participant seeks guidance on proving the result related to how the inner product changes under a diffeomorphism.
  • A participant references an external link, indicating that the result has geometric implications.

Areas of Agreement / Disagreement

Participants express varying degrees of agreement on the validity of the results for linear transformations and their implications for curvilinear deformations. However, the discussion remains unresolved regarding the generalization of these results to nonlinear diffeomorphisms.

Contextual Notes

The discussion includes assumptions about the nature of diffeomorphisms and their relationship to inner products, but does not resolve the implications of these assumptions for general cases.

mnb96
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Hello,

we known that for each linear operator [itex]\phi:\mathbb{R}^n\rightarrow \mathbb{R}^n[/itex] there exists an adjoint operator [itex]\overline{\phi}[/itex] such that: [tex]<\phi(\mathbf{x}),\mathbf{y}>=<\mathbf{x},\overline{\phi}(\mathbf{y})>[/tex] for all x,y in ℝn, and where [itex]<\cdot,\cdot>[/itex] is the inner product.

My question is: can we give an analogous definition of adjoint operator when [itex]\phi:\mathbb{R}^n\rightarrow \mathbb{R}^n[/itex] is a diffeomorphism of ℝn?
 
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It's a pity that nobody answered to this question. Perhaps I did not formulate my question properly ... anyways, I will show a partial solution to the problem, and finally I will ask you if the result can be generalized.

Let's assume the diffeomorphism [itex]\phi[/itex] is linear. Then we can write [itex]\phi(\mathbf{x})=A\mathbf{x}[/itex], where A is a n×n matrix. We have the well-known result that: [tex]\left\langle x,\; Ay \right\rangle = \left\langle A^T x, \; y \right\rangle[/tex] Obviously in this case the adjoint of [itex]\phi[/itex] is simply given by the transpose of the corresponding matrix A.
Note however that we can write: [tex]\left\langle A^T x, \; y \right\rangle = \left\langle (A^T A)A^{-1} x, \; y \right\rangle = \left\langle G A^{-1} x, \; y \right\rangle[/tex]

I don't know if this is a useful step, but notice that [itex]G=A^T A[/itex] is the metric tensor. The question now reduces to:

Does this result sill hold for "curvilinear" deformations, where [itex]\phi[/itex] is a transformation of curvilinear coordinates, and G is the metric tensor expressed in terms of the Jacobian matrix?
 
Last edited:
Yes ##g = J^{T}J## where ##J## is the jacobian associated with ##\phi##.
 
Hi WannabeNewton,

thanks for your reply, and good to hear that the result holds for admissible change of coordinates.
Do you have any hint on what strategy I could use in order to prove this result?

I suppose that the result can be deduced from the knowledge of how the inner product in ℝn changes under a diffeomorphism given by a change of coordinates [itex]\phi:U\rightarrow \mathbb{R}^n[/itex], e.g. [itex]<\phi(u), \; \phi(v)> \; = \; ?[/itex]
 

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