Linear Algebra Tools - Exercises

1.Linear mappings

Exercise 1. Construct the matrix 𝑨 that represents the mapping 𝒇:33, 𝒇 reflects a vector across the x1x2 plane.

Exercise 2. Construct the matrix 𝑩 that represents the mapping 𝒇:33, 𝒇 reflects a vector across the x2x3 plane.

Exercise 3. Construct the matrix 𝑪 that represents the mapping 𝒇:33, 𝒇 reflects a vector across x2 axis.

Exercise 4. Does 𝑪=𝑩𝑨? If so, what does this signify?

Exercise 5. Construct the matrix 𝑫 that represents the mapping 𝒇:33, 𝒇 rotates a vector around the x3 axis by angle θ.

Exercise 6. Construct the matrix 𝑬 that represents the mapping 𝒇:33, 𝒇 rotates a vector around the x2 axis by angle φ.

Exercise 7. What does 𝑫𝑬 represent?

Exercise 8. What does 𝑬𝑫 represent?

Exercise 9. Is 𝑫𝑬=𝑬𝑫 true? Explain

2.Norms

Exercise 10. For 𝒙m, prove ||𝒙||||𝒙||2.

Exercise 11. For 𝒙m, prove ||𝒙||2m||𝒙||.

Exercise 12. Prove that equality holds in ||𝒙+𝒚||2||𝒙||2+||𝒚||2 if and only if a<, s.t. 𝒙=a𝒚.