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

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SUMMARY

The proof of Sard's theorem involves analyzing points where the derivative Df(x) equals zero, leading to the conclusion that f'(x) forms a proper (n-1)-dimensional subspace of an n-dimensional space. The discussion clarifies that the plane V + f(x) is indeed an affine hyperplane, containing the point f(x) due to the properties of vector spaces. The continuity argument introduces ε√n(l/N) as a measure of proximity to the (n-1)-plane, emphasizing the local approximation of the vector space. Understanding these concepts is crucial for grasping the geometric interpretation of Sard's theorem.

PREREQUISITES
  • Understanding of Sard's theorem and its implications in differential topology.
  • Familiarity with vector spaces and their properties, particularly in R^n.
  • Knowledge of differential calculus, specifically derivatives and their geometric interpretations.
  • Basic concepts of continuity in mathematical analysis.
NEXT STEPS
  • Study the geometric interpretation of Sard's theorem in differential topology.
  • Explore the properties of affine hyperplanes in vector spaces.
  • Learn about continuity arguments in the context of differential calculus.
  • Investigate the relationship between subspaces and tangent planes in R^n.
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Mathematicians, particularly those specializing in differential topology, students studying advanced calculus, and researchers interested in the geometric aspects of mathematical theorems.

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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