Why the Unit Circle in $\mathbf{R^2}$ Has One Dimension – Linear Algebra

circlesconvex optimizationlinear algebra

When I was reading 'Convex Optimization, Stephen Boyd', I was wondering of following steps

  • Consider the unit circle in $\mathbf{R^2}$, $i.e.$, $\{x\in\mathbf{R^2}|x^2_1+x^2_2=1\}$. Its affine hull is all of $\mathbf{R^2}$, so its affine dimension is two. By most definitions of dimension, however, the unit circle in $\mathbf{R^2}$ has dimension one.

I understood the affine hull of unit circle has dimension two because the all of values of affine hull is in $\mathbf{R^2}$.
But still I don't understand why the unit circle in $\mathbf{R^2}$ has one dimension.

Thanks.

Best Answer

You have to define dimension first, but intuitively the dimension is how many independent directions you can walk along if you were on the surface. On a circle, you can only walk back and forth along the circle, you don't have any other choice, so its dimension is $1$. More precisely, a circle is locally homeomorphic to a line, which has dimension $1$.

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