ST228 Weeks 5 and 6

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15 Terms

1
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What are orthonormal and orthogonal vectors?

2
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What are symmetric, skew-symmetric and orthogonal matrices?

3
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Properties of nxn symmetric matrices

4
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What is the theorem of symmetric decomposition of matrices? prove it as well

5
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What is the quadratic form of a matrix?

6
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Prove that the quadratic form of a matrix is the same as its symmetric decomposition

7
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What are positive and semi-positive definite matrices?

8
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What does a matrix’s definiteness say about its eigenvalues? prove it

9
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10
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What is minor, principal minor and leading principal minor?

11
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How to check if a matrix is pd or psd using its principal and leading principal minors?

12
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What is a vector space?

13
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What is a vector subspace?

14
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What does it mean to span vectors and linearly independent and a basis?

15
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