Typo in spivak's calculus on manifolds?

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SUMMARY

The discussion centers on a potential typo in Spivak's "Calculus on Manifolds," specifically in problem 1-8(b) regarding angle-preserving transformations. The latest edition states that a transformation T is angle preserving if all |a_i| are equal, while the first edition omits the absolute value bars. Participants confirm that the omission leads to counterexamples, particularly when considering matrices with eigenvalues of equal absolute value but different signs. The conclusion is that equality of |a_i| is necessary but not sufficient for T to be angle preserving, especially in non-orthogonal bases.

PREREQUISITES
  • Understanding of linear transformations and eigenvalues.
  • Familiarity with concepts of angle preservation in vector spaces.
  • Knowledge of orthogonal and oblique bases in linear algebra.
  • Experience with matrix representation of transformations.
NEXT STEPS
  • Study the properties of eigenvalues and eigenvectors in linear transformations.
  • Learn about angle preservation in different types of bases, focusing on orthogonal versus oblique bases.
  • Explore counterexamples in linear algebra to solidify understanding of transformation properties.
  • Review Spivak's "Calculus on Manifolds" for additional context on the discussed problems.
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Mathematicians, students of linear algebra, and anyone studying transformations in vector spaces will benefit from this discussion, particularly those working with Spivak's text.

Adeimantus
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In the first problem set of chapter 1, problem 1-8(b) deals with angle preserving transformations. In the newest edition of the book the problem is stated

If there is a basis x_1, x_2, ..., x_n and numbers a_1, a_2, ..., a_n such that Tx_i = a_i x_i, then the transformation T is angle preserving if and only if all |a_i| are equal.

In the first edition (the one with the cool blue diagrams that you can actually see), the absolute value bars are omitted on the a_i. However, I'm pretty sure there are counterexamples to both formulations. If the basis happened to be orthogonal, then equal absolute values of the a_i would be enough, but if the basis were oblique, then you would need equality of the a_i. But the author doesn't mention orthogonality until a couple exercises later. Am I missing something?

thanks.
 
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I found the same problem working through Spivak recently! I think it is a typo, and here's my counterexample:

Consider the matrix:
M=\left(\begin{matrix}1 & -2 \\ 0 & -1 \end{matrix}\right)

This has eigenvector (1,0)' corresponding to eigenvalue 1, and eigenvector (1,1)' corresponding to eigenvalue -1. (this is how I constructed the matrix in the first place actually). Since the eigenvalues are the same in absolute value (+/-1) and the eigenvectors form a basis for R2, according to this problem M should be angle preserving.

On the other hand, compare the angle between (1,0)' and (1,2)', to the angle between M(1,0)'=(1,0)' and M(1,2)'=(-3,-2)'. These angles aren't the same.
 
maze said:
I found the same problem working through Spivak recently! I think it is a typo, and here's my counterexample:

Consider the matrix:
M=\left(\begin{matrix}1 & -2 \\ 0 & -1 \end{matrix}\right)

This has eigenvector (1,0)' corresponding to eigenvalue 1, and eigenvector (1,1)' corresponding to eigenvalue -1. (this is how I constructed the matrix in the first place actually). Since the eigenvalues are the same in absolute value (+/-1) and the eigenvectors form a basis for R2, according to this problem M should be angle preserving.

On the other hand, compare the angle between (1,0)' and (1,2)', to the angle between M(1,0)'=(1,0)' and M(1,2)'=(-3,-2)'. These angles aren't the same.

Exactly. I considered the same matrix for T for my counterexample. Thanks for confirming. I figured there must be some easy fix to the problem to make it make sense, which is why I called it a "typo" rather than a "mistake". But it must be something deeper than just leaving off the absolute value sign, because if the basis happened to be orthogonal you could have eigenvalues +1 and -1 and still preserve angles.


I think it can be proved that equality of the |a_i| is necessary (but not always sufficient) for T to be angle preserving. If for example |a_j| < |a_i|, the angle between x_i and x_i + x_j would, under the map T, become the angle between x_i and x_i + (a_j / a_i)x_j. Assuming these two angles are equal

angle(x_i, x_i + x_j) = angle(x_i, x_i + (a_j / a_i)x_j).

Applying this relation N times gives

angle(x_i, x_i + x_j) = angle(x_i, x_i + (a_j / a_i)^N x_j) ----> 0 as N ---> infinity. This contradicts the assumption that the x_k 's form a basis.
 
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