How does the proof of Sard's theorem utilize vector spaces and planes?

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Sard's theorem proof involves analyzing points where the derivative Df(x) equals zero, leading to the identification of an (n-1)-dimensional subspace V in R^n. The discussion clarifies that the plane V+f(x) is indeed an affine hyperplane that includes the point f(x), as V contains the origin. The argument about points within ε√n (l/N) of the (n-1)-plane suggests that these points are approximated by the tangent plane at f(x). Additionally, it is noted that {Df(x)(y-x)} does not constitute all of V but rather indicates local approximation by this vector space. Understanding these concepts is crucial for grasping the geometric interpretation of Sard's theorem.
brydustin
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There is a part in the proof of sard's theorem where we restrict our discussion to a point x such that Df(x)=0, and then declare that f ' (x) is a proper (n-1) subspace (f is n-dim). What I don't understand is, the argument then goes by considering any two points in a sub-rectangle around this point and stating that all such points "lie within ε√n (l/N) of the (n-1)-plane V+f(x)." Where √n (l/N) is the length of the longest "diagonal" of our rectangles used in the proof and epsilon pops up from a "continuity" argument. Anyway, my question is about the V+f(x) plane.

I don't really see how its a plane. I believe its "centered" around f(x),... is this correct?

Also, it says that {Df(x)(y-x): y in rectangle} lies in an (n-1)-dim subspace V of R^n. Is it saying that {Df(x)(y-x)} constitutes all of V ? or just that it is locally approximated by this vector space... I feel like V is a plane tangent to this point, if that's the case then this all makes sense, but I'm not really sure... All help appreciated. Are there any other suggestions on how I can "see" this.
 
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Which proof of Sard's theorem? Without being able to look at these things in context, it's very difficult to answer your questions.

You say that V is an (n-1)-dimensional subspace of R^n, so I guess that's the sense in which V+f(x) is an (affine hyper-) plane. I don't know that "centered" is the right way to say it, but V+f(x) does contain f(x) (because V, being a subspace, contains zero).
 

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