Vector Space - Linear Algebra - Exercise, Exercises of Linear Algebra

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

2012/2013

Uploaded on 02/12/2013

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MTH5112 Linear Algebra I 2012–2013
Coursework 5
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)(IA+A2) = IA+A2+AA2+A3=I+A3=I
I=I.
Exercise 2. Let u,v, and wbe vectors in a vector space. Prove that if u+w=v+wthen
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 His a subspace of R3and give reasons for your
answer:
(a) H1=(r, s, t)T
r, s, t Rand 3r+s2t= 0 ,
(b) H2=(r+ 1,0, r)T
rR,
(c) H3=(r, s, t)T
r, s, t Rand r2+s2+t21.
Exercise 4. Let C1[a, b]denote the subset of those functions in C[a, b]that have a continuous
derivative on [a, b]. Explain why C1[a, b]is a subspace of C[a, b].
Exercise 5. Determine the nullspace of the following matrix
A=
1 3 2 1
39 6 2
2 6 4 1
.
Exercise 6. Let Uand Vbe subspaces of a vector space W. Define their intersection UVand
their sum U+Vby
UV={wW|wbelongs to both U and V },
U+V={wW|w=u+vwhere uUand vV}.
Show that UVand U+Vare subspaces of W.
Exercise* 7. Which of the following statements (if any) are true? Justify your answers.
(a) H1=(r, s, t, u)T
r, s, t, u Rand r+s3t+ 5u= 0 is a subspace of R4.
(b) H2={ARn×n|Ais symmetric }is a subspace of Rn×n.
(c) H3={fC[0,1] |f(1) = 1 }is a subspace of C[0,1].
(d) S1=(1,0,2)T,(3,0,4)T,(5,0,6)Tspans R3.
(e) S2={M1, M2}is a spanning set for V={AR2×2|Ais diagonal }, where
M1=1 0
0 0, M2=0 0
0 1.

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MTH5112 Linear Algebra I 2012–

Coursework 5

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 =

, M 2 =