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These are the notes of Exercise of Linear Algebra which includes Linear Transformation, Basis, Matrix Representation, Standard Basis, Results, Bases, Transition Matrix etc. Key important points are: Vector Space, Invertible, Exercise, Clearly Indicate, Vector Space Axiom, Reasons, Nullspace, Functions, Continuous, Intersection
Typology: Exercises
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Please hand in your solutions of the starred feedback exercises by noon on Friday 2 November using the red Linear Algebra I Collection Box in the Basement. Don’t forget to put your name (with your surname underlined) and student number on your solutions, and to staple them.
Exercise* 1. Explain what is wrong with the following solution to Exercise 7(a) on Coursework 2: If (I + A) is invertible then (I + A)(I + A)−^1 = (I + A)(I − A + A^2 ) = I − A + A^2 + A − A^2 + A^3 = I + A^3 = I ⇒ I = I. Exercise 2. Let u, v, and w be vectors in a vector space. Prove that if u + w = v + w then u = v. As in the lectures, clearly indicate which vector space axiom you are using at each step. Exercise 3. In each case, determine whether H is a subspace of R^3 and give reasons for your answer: (a) H 1 = {^ (r, s, t)T^ ∣∣^ r, s, t ∈ R and 3 r + s − 2 t = 0 }, (b) H 2 = {^ (r + 1, 0 , r)T^ ∣∣^ r ∈ R }, (c) H 3 = {^ (r, s, t)T^ ∣∣^ r, s, t ∈ R and r^2 + s^2 + t^2 ≤ 1 }. Exercise 4. Let C^1 [a, b] denote the subset of those functions in C[a, b] that have a continuous derivative on [a, b]. Explain why C^1 [a, b] is a subspace of C[a, b]. Exercise 5. Determine the nullspace of the following matrix
A =
Exercise 6. Let U and V be subspaces of a vector space W. Define their intersection U ∩ V and their sum U + V by U ∩ V = { w ∈ W | w belongs to both U and V } , U + V = { w ∈ W | w = u + v where u ∈ U and v ∈ V }. Show that U ∩ V and U + V are subspaces of W. Exercise* 7. Which of the following statements (if any) are true? Justify your answers. (a) H 1 = {^ (r, s, t, u)T^ ∣∣^ r, s, t, u ∈ R and r + s − 3 t + 5u = 0 }^ is a subspace of R^4. (b) H 2 = { A ∈ Rn×n^ | A is symmetric } is a subspace of Rn×n. (c) H 3 = { f ∈ C[0, 1] | f (1) = 1 } is a subspace of C[0, 1]. (d) S 1 = {(1, 0 , 2)T^ , (3, 0 , 4)T^ , (5, 0 , 6)T^ }^ spans R^3. (e) S 2 = {M 1 , M 2 } is a spanning set for V = { A ∈ R^2 ×^2 | A is diagonal }, where M 1 =