Linear Algebra - Solutions for Problem Set 6 | MATH 4100, Assignments of Linear Algebra

Material Type: Assignment; Professor: Zuker; Class: LINEAR ALGEBRA; Subject: Mathematics; University: Rensselaer Polytechnic Institute; Term: Unknown 1989;

Typology: Assignments

Pre 2010

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1 Linear Algebra Professor M. Zuker
Problem Set 6
Chapters 4, 5 and extra.
Note: Z1, Z2 etc. refer to my own problems, which may be very close to
what is in the text.
Z1. This is problem 2 from Chapter 4. Suppose that z1, . . . , zm+1 are distinct
elements of Fand w1, . . . , wm+1 โˆˆF. Prove that there exists a unique poly-
nomial pโˆˆ Pm(F) such that
p(zj) = wj
for j= 1, . . . , m + 1.
Hint: Define a linear map from Pm(F) to Fm+1.
Z2. Suppose that Pโˆˆ L(V) satisfies P2=P. Compute all possible eigenvalues
of P.
22. Suppose V=UโŠ•W, where Uand Ware nonzero subspaces of V. Find all
eigenvalues and eigenvectors of PU,W .
Comment: You may wish to delay this problem until I discuss this
particular operator in class on Tuesday.
Z3. Suppose that Tโˆˆ L(R2) has matrix
๎˜”aโˆ’b
b a ๎˜•,
where a, b โˆˆRand b6= 0. Prove that Thas no eigenvalues.
23. Give an example of an operator Tโˆˆ L(R4) such that Thas no (real) eigen-
values. Can you generalize this to Tโˆˆ L(R2n) for any positive integer, n?
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1 Linear Algebra Professor M. Zuker

Problem Set 6

Chapters 4, 5 and extra.

Note: Z1, Z2 etc. refer to my own problems, which may be very close to what is in the text. Z1. This is problem 2 from Chapter 4. Suppose that z 1 ,... , zm+1 are distinct elements of F and w 1 ,... , wm+1 โˆˆ F. Prove that there exists a unique poly- nomial p โˆˆ Pm(F) such that p(zj ) = wj for j = 1,... , m + 1. Hint: Define a linear map from Pm(F) to Fm+1. Z2. Suppose that P โˆˆ L(V ) satisfies P 2 = P. Compute all possible eigenvalues of P.

  1. Suppose V = U โŠ• W , where U and W are nonzero subspaces of V. Find all eigenvalues and eigenvectors of PU,W. Comment: You may wish to delay this problem until I discuss this particular operator in class on Tuesday. Z3. Suppose that T โˆˆ L(R^2 ) has matrix [ (^) a โˆ’b b a

]

where a, b โˆˆ R and b 6 = 0. Prove that T has no eigenvalues.

  1. Give an example of an operator T โˆˆ L(R^4 ) such that T has no (real) eigen- values. Can you generalize this to T โˆˆ L(R^2 n) for any positive integer, n?

2 Linear Algebra Professor M. Zuker

Z4. Suppose that T โˆˆ L(V ) satisfies T 2 = 0.

  1. Compute (I + T )^2.
  2. Compute (I + T )n^ for any n > 0.
  3. Compute all the eigenvalues of T.
  4. Compute all the eigenvalues of I + T.
  5. If V = Rm^ and t is any real number, compute et(I+T^ ). Note that eS^ =

โˆ‘^ โˆž

i=

Si i! for any S โˆˆ L(Rm).

  1. Compute etA, where t is a real number and A =

[ 1 โˆ’ 1

]