Find the eigenvalues of this matrix

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SUMMARY

The discussion focuses on finding the eigenvalues of the matrix C = [[0.98, 0.01], [0.02, 0.99]]. The user is advised to use elementary row operations to simplify the expression det(C - λI) = 0. A valid transformation involves subtracting the first column from the second, leading to a simplified determinant that reveals the eigenvalues λ = 1 and λ = 0.97. The user confirms the correctness of their approach and successfully identifies the eigenvalues.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with matrix operations, specifically determinants
  • Knowledge of elementary row operations
  • Basic linear algebra concepts
NEXT STEPS
  • Study the process of finding eigenvalues using the characteristic polynomial
  • Learn about matrix transformations and their effects on determinants
  • Explore the implications of eigenvalues in various applications, such as stability analysis
  • Investigate advanced techniques for computing eigenvalues, such as the QR algorithm
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Students and professionals in mathematics, particularly those studying linear algebra, as well as data scientists and engineers working with matrix computations and eigenvalue problems.

Benny
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I'm experiencing difficulties trying to find the eigenvalues of the follow matrix. The hint is to use an elementary row operation to simplify [tex]C - \lambda I[/tex] but I can't think of a suitable one to use or figure out whether a single row operation will actually make the calculations simpler.

[tex] C = \left[ {\begin{array}{*{20}c}<br /> {0.98} & {0.01} \\<br /> {0.02} & {0.99} \\<br /> \end{array}} \right][/tex]

[tex] \det \left( {C - \lambda I} \right) = 0 \Rightarrow \left| {\begin{array}{*{20}c}<br /> {0.98 - \lambda } & {0.01} \\<br /> {0.02} & {0.99 - \lambda } \\<br /> \end{array}} \right| = 0[/tex]

Out of desperation, and having seen it being done once(not sure if it is correct) I decided to then subtract the first column from the second column.

[tex] \left| {\begin{array}{*{20}c}<br /> {0.98 - \lambda } & { - 0.97 + \lambda } \\<br /> {0.02} & {0.97 - \lambda } \\<br /> \end{array}} \right| = 0[/tex]

[tex] \left| {\begin{array}{*{20}c}<br /> {1 - \lambda } & 0 \\<br /> {0.02} & {0.97 - \lambda } \\<br /> \end{array}} \right| = 0[/tex]

I'm not even sure if subtracting columns from each other was a valid step. I know that subtracting rows is but I'm not sure about columns. I'm just wondering if that step was correct because if it is then I can get the eigenvalues from it fairly easily.
 
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You're doing great! You can even see the eigenvalues right now, l = 1 or l = 0.97 :smile:
 

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