Homework Set Six: Eigenvalues and Eigenvectors for Linear Operators, Assignments of Linear Algebra

The directions and calculational exercises for homework set six in the university of california, davis, fall 2007 course on eigenvalues. Students are required to find eigenvalues and associated eigenvectors for given matrices and linear operators. The document also includes proof-writing exercises on subspaces and the properties of linear operators.

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Pre 2010

Uploaded on 07/30/2009

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MAT067 University of California, Davis Fall 2007
Homework Set Six: Eigenvalues
Directions: Submit your solutions to the Calculational Exercises and the Proof-Writing
Exercises separately at the beginning of lecture on Friday, November 9, 2007.The
two problems sets will be graded by different persons.
Calculational Exercises
Do Problem 1 and 2(a),(b).
1. Let T∈L(F2,F2) be defined by
T(u, v)=(v, u)
for every u, v F. Compute the eigenvalues and associated eigenvectors for T.
2. Find eigenvalues and associated eigenvectors for the linear operators on F2defined by
each given 2 ×2 matrix.
(a) 30
81(b) 10 9
42(c) 03
40
(d) 27
12
(e) 00
00
(f) 10
01
Hint: Use the fact that, given a matrix A=ab
cd
F2×2,λFis an eigenvalue for
Aif and only if (aλ)(dλ)bc =0.
Proof-Writing Exercises
1. Let Vbe a finite-dimensional vector space over Fwith T∈L(V,V ), and let U1,...,U
m
be subspaces of Vthat are invariant under T. Prove that U1+···+Ummust then also
be an invariant subspace of Vunder T.
2. Let Vbe a finite-dimensional vector space over F, and suppose that the linear operator
P∈L(V) has the property that P2=P. Prove that V=null(P)range(P).

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MAT067 University of California, Davis Fall 2007

Homework Set Six: Eigenvalues

Directions: Submit your solutions to the Calculational Exercises and the Proof-Writing Exercises separately at the beginning of lecture on Friday, November 9, 2007. The two problems sets will be graded by different persons.

Calculational Exercises

Do Problem 1 and 2(a),(b).

  1. Let T ∈ L(F^2 , F^2 ) be defined by

T (u, v) = (v, u)

for every u, v ∈ F. Compute the eigenvalues and associated eigenvectors for T.

  1. Find eigenvalues and associated eigenvectors for the linear operators on F^2 defined by each given 2 × 2 matrix.

(a)

[

]

(b)

[

]

(c)

[

]

(d)

[

]

(e)

[

]

(f)

[

]

Hint: Use the fact that, given a matrix A =

[

a b c d

]

∈ F^2 ×^2 , λ ∈ F is an eigenvalue for A if and only if (a − λ)(d − λ) − bc = 0.

Proof-Writing Exercises

  1. Let V be a finite-dimensional vector space over F with T ∈ L(V, V ), and let U 1 ,... , Um be subspaces of V that are invariant under T. Prove that U 1 + · · · + Um must then also be an invariant subspace of V under T.
  2. Let V be a finite-dimensional vector space over F, and suppose that the linear operator P ∈ L(V ) has the property that P 2 = P. Prove that V = null(P ) ⊕ range(P ).