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Chapter 7: Eigenvalues and Eigenvectors

Q38E

Page 346

Consider a rotationT(x)=Axin3in. (That is, A is an orthogonal 3x3matrix with determinant 1.) Show that T has a non-zero fixed point [i.e., a vectorT(x)=Axin3withT(v)=v]. This result is known as Euler鈥檚 theorem, after the great Swiss mathematician Leonhard Euler (1707鈥1783). Hint: Consider the characteristic polynomialrole="math" localid="1659595800447" fA(). Pay attention to the intercepts with both axes. Use Theorem 7.1.4.

Q39E

Page 338

Consider an nnmatrix such that the sum of the entries in each row is . Show that the vector

e=[11..1]

In Rnis an eigenvector of A. What is the corresponding eigenvalue?

Q39E

Page 346

Consider a subspace V ofnwith dim(V) = m.

a. Suppose the n 脳 n matrix A represents the orthogonal projection onto V. What can you say about the eigenvalues of A and their algebraic and geometric multiplicities?

b. Suppose the n 脳 n matrix B represents the reflection about V. What can you say about the eigenvalues of B and their algebraic and geometric multiplicities?

Q39E

Page 324

Find a basis of the linear space Vof all 22matrices Afor whichrole="math" localid="1659530325801" [01]is an eigenvector, and thus determine the dimension of V.

Q39E

Page 358

Find all the eigenvalues and 鈥渆igenvectors鈥 of the linear transformations.

T(f)=f'-ffromCtoC

Q3E

Page 345

For a given eigenvalue, find a basis of the associated eigensspace .use the geometric multiplicities of the eigenvalues to determine whether a matrix is diagonalizable.

For each of the matrices A in Exercise1 through 20,find all (real) eigenvalues. Then find a basis of each eigenspaces ,and diagonalize A, if you can. Do not use technology.

[6327]

Q3E

Page 323

Is v鈬赌an eigenvector ofA+2In? If so, what is the eigenvalue?

Q3E

Page 336

For each of the matrices in Exercises 1 through 13, find all real eigenvalues, with their algebraic multiplicities. Show your work. Do not use technology.

[5-421]

Q3E

Page 380

For the matrices A in Exercises 1 through 10 , determine whether the zero state is a stable equilibrant of the dynamical systemx(i+1)=Ax(i)

3.A=[0.80.70.70.8],

Q3E

Page 355

For the matrices A in Exercises 1 through 12, find closed formulas for At, where t is an arbitrary positive integer. Follow the strategy outlined in Theorem 7.4.2 and illustrated in Example 2. In Exercises 9 though 12, feel free to use technology.

3.A=[1243]

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