Adjoint of functional derivative

In summary, the adjoint of functional derivative is a mathematical concept used in functional analysis. Its purpose is to provide a way to calculate the gradient of a functional, which allows for optimization similar to traditional calculus. It is calculated by taking the functional derivative and applying the adjoint operator. It is closely related to the Euler-Lagrange equation and has practical applications in various fields.
  • #1
HenryGomes
7
0
In the space of Riemannian metrics Riem(M), over a compact 3-manifold without boundary M, we have a pointwise (which means here "for each metric g") inner product, defined, for metric velocities [tex]k^1_{ab},k^2_{cd}[/tex] (which are just symmetric two-covariant tensors over M):
[tex]\int_MG^{abcd}k^1_{ab}k^2_{cd}d^3x[/tex]
where
[tex]G^{abcd}=\frac{1}{2}\sqrt{g}(g^{ac}g{bd}-g^{ab}g^{cd})[/tex]
is the Wheeler-Dewitt supermetric.
Now, let [tex]f:Riem(M)\ra\R[/tex] be a functional of the metric which is of the form
[tex]f[g_{ab}]=\int_Mf(g_{ab}(x))d^3x[/tex]
i.e. it is represented by a local function [tex]f_x:T_xM\otimes_ST_xM\ra\R[/tex]
(where the subscript S indicates symmetrized). It is known that the functional derivative [tex]\delta{f}[/tex] can be seen as a differential form in Riem(M). It can be defined at [tex]g_{ab}[/tex] as:
[tex]\delta{f}_{g_{ab}}[k_{ab}]=\int_M\frac{d}{dt}_{t=0}f(g_{ab}(x)+tk_{ab}(x))d^3x[/tex]
Let us suppose a one-form in Riem(M) can be defined pointwise in M by
[tex]\lambda^{ab}_x:T_xM^*\otimes_ST_xM^*\ra\R[/tex]
and that we have the inner product as above:
[tex]\int_MG_{abcd}\lambda_1^{ab}\lambda_2^{cd}d^3x[/tex]
where
[tex]G_{abcd}=\frac{1}{det{g}}(g_{ac}g_{bd}-\frac{1}{2}g_{ab}g_{cd})[/tex]
Now, my question is, in this instance, where the functional derivative basically acts as a exterior derivative, can we define it's adjoint with respect to the above supermetric? I.e., can we find a functional differential operator [tex]\delta^*[/tex] such that
[tex]\int_MG_{abcd}\lambda^{ab}(x)\delta{f}^{cd}(x)d^3x=\int_M\delta^*\lambda_g^{ab}(g(x))f(g(x))d^3x[/tex]
Thanks,
 
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  • #2

Thank you for your question. I am always happy to discuss mathematical concepts and their applications. In this case, you are asking about the possibility of defining an adjoint for the functional derivative in the space of Riemannian metrics over a compact 3-manifold.

To answer your question, we first need to understand the concept of an adjoint operator in functional analysis. In general, an adjoint operator is defined as the operator that satisfies certain properties with respect to a given inner product. In this case, the inner product you have defined is the Wheeler-Dewitt supermetric, which is a pointwise inner product over the space of Riemannian metrics.

Now, for an adjoint operator to exist, two conditions need to be satisfied: the operator must be linear and the inner product must be Hermitian. In your case, the operator \delta is linear, but the inner product is not Hermitian. This is because the supermetric G^{abcd} is only symmetric, not Hermitian. Therefore, we cannot define an adjoint operator with respect to this inner product.

However, it is possible to define an adjoint operator with respect to a different inner product. For example, if we consider the inner product defined by the inverse of the Wheeler-Dewitt supermetric, i.e. G_{abcd}, then we can define an adjoint operator for the functional derivative. This is because G_{abcd} is both symmetric and Hermitian.

In summary, the existence of an adjoint operator for the functional derivative depends on the choice of inner product. In the case of the Wheeler-Dewitt supermetric, we cannot define an adjoint operator, but it is possible with respect to other inner products. I hope this answers your question.
 

1. What is the adjoint of functional derivative?

The adjoint of functional derivative is a mathematical concept used in functional analysis. It is the dual operator of the functional derivative and is defined as the operator that maps a function to its derivative with respect to another function.

2. What is the purpose of the adjoint of functional derivative?

The purpose of the adjoint of functional derivative is to provide a way to calculate the gradient of a functional, which is a mapping from a set of functions to real numbers. This allows for the optimization of functionals in a similar way to optimizing functions in traditional calculus.

3. How is the adjoint of functional derivative calculated?

The adjoint of functional derivative is calculated by taking the functional derivative of the functional with respect to the function in question, and then applying the adjoint operator to the resulting expression. This results in a functional that represents the gradient of the original functional.

4. What is the relationship between the adjoint of functional derivative and the Euler-Lagrange equation?

The adjoint of functional derivative is closely related to the Euler-Lagrange equation, which is a necessary condition for a function to be a minimum of a functional. The adjoint of functional derivative is used to find the gradient of the functional, which can then be set equal to zero to find the minimum of the functional.

5. How is the adjoint of functional derivative used in practical applications?

The adjoint of functional derivative has many practical applications in fields such as physics, engineering, and economics. It is commonly used in optimization problems, such as finding the optimal shape of a structure or the trajectory of a system. It is also used in the study of partial differential equations and in the calculation of variational problems.

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