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