8. Eigenvalues and Eigenvectors Flashcards

1
Q

Definition
Eigenvector and Eigenvalue I

A
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2
Q

Definition
Eigenvector and Eigenvalue II

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3
Q

Theorem
Root of Characteristic Polynomial
Proof

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4
Q

Theorem
Diagonalisable Matrix
Proof

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5
Q

Proposition
Eigenvalues of Triangular Matrix
Proof

A

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6
Q

Theorem
Eigenvectors are Linearly Independent
Proof

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7
Q

Corollary
Distinct Eigenvalues => Diagonalisable
Proof

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8
Q

Corollary
A, B Similar <=> Same Eigenvalues

A
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9
Q

Theorem
A^{2} = Tr(A) A - det(A) I_{2}
Proof

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10
Q

Corollary
A Similar to B = (?)
Proof

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11
Q

Lemma
Canonical Repeated Real

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12
Q

Lemma
Canonical Distinct Real

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13
Q

Lemma
Canonical Complex

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