Practice problems for M515
From Laub:
Chap 1: 1, 2(first
question only), 4, 5a, 5c, 6a, 6b (recall that sin(2θ)=2sin(θ)cos(θ)
and that sin²(θ)+cos²(θ)=1)
Chap 2: 1, 2, 4, 5
Chap 3: 3, 7, 9, 10
Chap 5: 4, 5, 6
Chap 6: 3, 4
Chap 7: 2, 5, 6, 8, 9
From Strang, 3rd edition:
Matrix
multiplication/2.1/10-13
Gaussian elimination/2.2/1, 2, 11,
12 Matix
arithmetic/2.4/3, 4, 5
Matrix
inverse/2.5/22, 23
Rank/3.3/2
Determinants/5.1/1, 2, 13
Vector spaces/3.1/
9, 10, 11, 16, 17, 18
Independence,Basis,Dimension/3.5/ 1, 5, 11abd, 16, 17abc, 19, 27, 29,
41
The four subspaces/3.6/
2, 3
SVD/6.7/ 1-5
Projections/4.2/ 1, 3,
11-13
Least Squares/4.3/ 22/
27
Orthogonality,
Gram-Schmidt/4.4/ 1, 2, 11, 15, 21, 22
Norms and Condition
Number/9.2/ 2, 4, 11, 12
Eigenvalues and
Eigenvectors/6.1/ 3-6