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  1. What is the importance of eigenvalues/eigenvectors?

    Feb 23, 2011 · 8 Eigenvalues and eigenvectors are central to the definition of measurement in quantum mechanics Measurements are what you do during experiments, so this is obviously of central …

  2. How to intuitively understand eigenvalue and eigenvector?

    Eigenvalues and eigenvectors are easy to calculate and the concept is not difficult to understand. I found that there are many applications of eigenvalues and eigenvectors in multivariate analysis.

  3. Are matrices with the same eigenvalues always similar?

    Edit: If $A$ has $n$ distinct eigenvalues then $A$ is diagonalizable (because it has a basis of eigenvalues). Two diagonal matrices with the same eigenvalues are similar and so $A$ and $B$ are …

  4. What are the Eigenvalues of $A^2?$ - Mathematics Stack Exchange

    Oct 25, 2018 · I got your point. while in that we can modify this question for a 4×4 matrix with A has eigen value 1,1,1,2 . Then can it be possible to have 1,4,3,1/3. this time (det A)^2= (det A^2) satisfied.

  5. All tricks to find eigenvalues in $3\times 3$ in a faster way?

    Apr 19, 2021 · The fastest way to compute the eigenvalues in this case is to recognize that this matrix is a rank 1 update of a multiple of the identity matrix.

  6. Do non-square matrices have eigenvalues? - Mathematics Stack …

    Apr 13, 2017 · Non-square matrices do not have eigenvalues. If the matrix X is a real matrix, the eigenvalues will either be all real, or else there will be complex conjugate pairs.

  7. linear algebra - Invertibility, eigenvalues and singular values ...

    Jan 26, 2014 · 15 I am confused about the relationship between the invertibility of a matrix and its eigenvalues. What do the eigenvalues of a matrix tell you about whether a matrix is invertible or not? …

  8. Proof that the trace of a matrix is the sum of its eigenvalues

    Oct 31, 2013 · 28 Trace is preserved under similarity and every matrix is similar to a Jordan block matrix. Since the Jordan block matrix has its eigenvalues on the diagonal, its trace is the sum (with …

  9. Real life examples for eigenvalues / eigenvectors

    There are already good answers about importance of eigenvalues / eigenvectors, such as this question and some others, as well as this Wikipedia article. I know the theory and these examples, but n...

  10. Eigenvalues of $A$ and $A A^T$ - Mathematics Stack Exchange

    Feb 19, 2017 · How are the eigenvalues of $A$ and $AA^T$ related? What I have come up with so far is that if we let $\lambda_1,\ldots,\lambda_n$ denote the eigenvalues of $A$,