Haelfix said:
Interesting problem. I thought about this for awhile, and couldn't come up with a counter in D =2. Can anyone prove this statement? Its not clear to me why it should be true, and there seems to be something interesting (maybe topological) lurking behind it.
I believe it is true because of the nature of coordinate lines and their tangents in 2D.
Firstly, assume that we can find a H in 2D that is singular. Therefore the columns of H, which we'll denote [tex]\mathbf{h}_i[/tex] are linearly dependent. So there exist non zero [tex]\alpha_i[/tex] such that
[tex]\Sigma \alpha_i \mathbf{h}_i = \mathbf{0}[/tex]
Now by the definition
[tex]\mathbf{h}_i = \int_0^1 \frac{\partial \mathbf{g}}{\partial x_i}(t \mathbf{x}) dt[/tex]
Therefore
[tex]\Sigma \alpha_i \mathbf{h}_i =\int_0^1 \Sigma \alpha_i \frac{\partial \mathbf{g}}{\partial x_i}(t \mathbf{x}) dt = \mathbf{0}[/tex]
Now looking at the integral along this curve. We let
[tex]\mathbf{v}(t)=\Sigma \alpha_i \frac{\partial \mathbf{g}}{\partial x_i}(t(1,0)) = \alpha_1 \frac{\partial \mathbf{g}}{\partial x_1}(t(1,0)) + \alpha_2 \frac{\partial \mathbf{g}}{\partial x_2}(t(1,0))[/tex]
And so we have
[tex]\int_0^1 \mathbf{v}(t) dt = \mathbf{0}[/tex]
We cannot have [tex]\mathbf{v}=\mathbf{0}[/tex], because the jacobian is always fully ranked, and hence any linear combination of its columns cannot be zero.
So [tex]\mathbf{v}(t)[/tex] is non zero everywhere, and its integral is zero. But if we let [tex]\mathbf{v}(t)=\frac{d \mathbf{z}}{dt}(t)[/tex], we can see that
[tex]\int_0^1 \mathbf{v}(t) dt = \int_0^1 \frac{d \mathbf{z}}{dt}(t) dt = \mathbf{z}(1)-\mathbf{z}(0) = \mathbf{0}[/tex]
Which means that [tex]\mathbf{v}[/tex] is the tangent vector to some
closed curve [tex]\mathbf{z}(t)[/tex]
We now make a change of variables by letting
[tex]\mathbf{x}(\mathbf{u}) = \left( \begin{array}{cc}<br />
\alpha_1 & -\alpha_2 \\<br />
\alpha_2 & \alpha_1 <br />
\end{array} \right) \mathbf{u}[/tex]
Then it can be shown that [tex]\mathbf{v}(t) = \frac{d \mathbf{g}}{d u_1}(t(1,0))[/tex], i.e. [tex]v[/tex] is the tangent vector to the [tex]u_2=0[/tex] coordinate curve. But this means that this coordinate curve is closed. Since the mapping from u to x is a diffeomorphism, and the function g is a diffeomorphism, the function from u to g is a diffeomorphism on R^2. This means that it cannot have any closed coordinate curves. Therefore we have a contridiction, and so H must be non singular.
I hope this is OK. I'm not being especially rigorous here.
In higher dimensions, some of the [tex]\alpha_i[/tex] can be zero, and hence the mapping from u to x may not be a diffeomorphism. Essentially you have some wiggle room once you move into higher dimensions.