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Eigenvector Basis

Examples:

Diagonalization:

If the matrix A has a complete set of n independent eigenvectors , then A can be diagonalized by using these eigenvectors as a basis S:

Check:

Note: as long as all n eigenvalues are unequal, there are always n independent eigenvectors.

Matrix transformation rules

For any old basis S and new basis S' with a transformation matrix P, any vector transforms as

Any matrix A transforms as

Check:

One matrix transforms the original, the other matrix transforms the result.


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