Do smooth, injective maps preserve linear independence

differential-geometrylinear algebrareal-analysisvectors

Let $\phi: U \to V$ be a smooth map, where $U \subset \mathbb{R}^2$ and $V \subset \mathbb{R}^3$. Suppose $\phi$ is injective. Then, $\phi$ maps linearly independent vectors in $\mathbb{R}^2$ contained within $U$ to linearly independent vectors in $\mathbb{R}^3$. Is this true? I think this property is used in one of my lectures, but I can't find a proof anywhere.

(Context: Although this doesn't have much to do with the question at this point, it might be helpful. This question comes up when defining curvilinear triangles for surfaces. A curvilinear triangle is defined as some set in the plane satisfying several conditions, and then a triangle for a surface is defined as the image of that triangle under a chart $\phi$. It seems to be the case that $\phi$ maps linearly independent sets to linearly independent sets, though I don't know why. This is from a course in elementary differential geometry, though the question is just basic linear algebra.)

Best Answer

The conjeture that a smooth injective map might send linearly independent sets to linearly dependent sets is immediately disproved, because as soon as $\phi(v)=0$ for some $v\ne0$, we have that $\{v\}$ is linearly independent and $\phi[\{v\}]$ isn't. Nor, in fact, is $\phi[\{v,w\}]$ for any $w$.

For another example, we can devise a function in the form $\phi(x,y)=(e^{ax}-b,e^{x+cy}-d,0)$ such that $\phi(1,2)=(1,0,0)$ and $\phi(-1,-1)=(-1,0,0)$. Namely, solve for the coefficients $$\begin{cases}e^a=1+b\\ e^{-a}=b-1\\ e^{1+2c}-d=0\\ e^{-1-c}-d=0\end{cases}\Leftrightarrow \begin{cases}b=\sqrt2\\ a=\ln(\sqrt2+1)\\ c=-\frac23\\ d=e^{-1/3}\end{cases}$$

Since $a,c\ne 0$, this $\phi$ is injective.

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