Power Method for Dominant Eigenvalues and Eigenvectors in Linear Algebra

Power Method for Dominant Eigenvalues and Eigenvectors in Linear Algebra

Wrath of Math via YouTube Direct link

Euclidean Scaling

12 of 14

12 of 14

Euclidean Scaling

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Classroom Contents

Power Method for Dominant Eigenvalues and Eigenvectors in Linear Algebra

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  1. 1 Intro
  2. 2 Definition of Power Sequence and Dominant Eigenvalues/Eigenvectors
  3. 3 Dominant Eigenvalue Example
  4. 4 Power Method Approximation
  5. 5 If the Dominant Eigenvalue is Negative
  6. 6 Rayleigh Quotient
  7. 7 Using the Power Method
  8. 8 Start
  9. 9 Arriving at Approximation
  10. 10 Issue of Scale
  11. 11 Maximum Entry Scaling
  12. 12 Euclidean Scaling
  13. 13 Geometric Intuition
  14. 14 Conclusion

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