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Eigenvalues and Eigenvectors

Part 5: Summary

  1. If an eigenvalue of a matrix is known, explain how the reduced row echelon form operation can be used to find the eigenvectors.
  2. How are the determinant of a matrix and its eigenvalues related? Describe this carefully -- what should the rule say if an eigenvalue is repeated? What should it say if the matrix has a pair of conjugate complex eigenvalues?
  3. Describe the trace of a matrix in terms of the entries of the matrix.
  4. How are the trace of a matrix and its eigenvalues related? Describe this carefully -- what should the rule say if an eigenvalue is repeated? What should it say if the matrix has a pair of conjugate complex eigenvalues?

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