Eigenvalues and Eigenvectors

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What is an eigenvalue of a square matrix?

  1. A scalar value associated with a corresponding eigenvector
  2. A vector that is parallel to the column space of the matrix
  3. The determinant of the matrix
  4. The trace of the matrix
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