Chapter Five Eigenvalues and Eigenvectors

Quiz for Sec. 5.1

1、多选题:

‍Find the eigenvalues of .

‏选项:
A: 2
B: 1
C: 5
D: 0
答案: 【 2;
1;
5

2、判断题:

​If A is an  matrix, and there exists an vector x such tha , then x is an eigenvector of A.

‎选项:
A: 正确
B: 错误
答案: 【 错误

3、判断题:

‎ A is an  matrix. A is not invertible if and only if 0 is an eigenvalue of A.

‍选项:
A: 正确
B: 错误
答案: 【 正确

4、判断题:

A is an  matrix. Number c is an eigenvalue of A if and only if  (A-cI)x=0 has nontrial solutions.

‎选项:
A: 正确
B: 错误
答案: 【 正确

5、判断题:

A is an  matrix. If  are two linearly independent eigenvectors, then they must belongs to different eigenvalues.

‍选项:
A: 正确
B: 错误
答案: 【 错误

Quiz for Sec. 5.2

1、判断题:

​ A is an  matrix. Useing row replacement to A will not change the eigenvalue of A.

‏选项:
A: 正确
B: 错误
答案: 【 错误

2、判断题:

‎ A is an  matrix. If c is a root of the characteristic equation with multiplicity 3, then the algebraic multiplity of c is 3.

‍选项:
A: 正确
B: 错误
答案: 【 正确

3、判断题:

‏ A and B are both  matrices.  A is similar to B then A and B have the same eigenvalues.

​选项:
A: 正确
B: 错误
答案: 【 正确

4、判断题:

​ A and B are both  matrices.  A and B have the same eigenvalues then A is similar to B.

‍选项:
A: 正确
B: 错误
答案: 【 错误

5、判断题:

have the same eigenvalues.

​选项:
A: 正确
B: 错误
答案: 【 正确

Quiz for Sec. 5.3

1、判断题:

‎Suppose A, D, P are  matrices. P is invertible, and  , then A is diagonalizable.

‏选项:
A: 正确
B: 错误
答案: 【 错误

2、判断题:

‍Suppose A is an  matrix.  has a bsis formed by the eigenvectors of A. The matrix A is diagonalizable.

‍选项:
A: 正确
B: 错误
答案: 【 正确

3、判断题:

‎Suppose A is an  matrix. A has n different eigenvectors then A is diagonalizable.

‍选项:
A: 正确
B: 错误
答案: 【 错误

4、判断题:

‍Suppose A is an  matrix. A has n different eigenvalues then A is diagonalizable.

‎选项:
A: 正确
B: 错误
答案: 【 正确

5、判断题:

​Suppose A is an  matrix. A is diagonalizable, then A has n different eigenvalues.

‍选项:
A: 正确
B: 错误
答案: 【 错误

Quiz for Sec. 5.4

1、判断题:
‌If matrix A is similar to matrix B then B is similar to A.‎
选项:
A: 正确
B: 错误
答案: 【 正确

2、判断题:
‎If matrix A is similar to matrix B, B is similar to matrix C,  then A is similar to C.​
选项:
A: 正确
B: 错误
答案: 【 正确

3、判断题:

‏If T is a linear transformation from an n-dimentional vector space V with a basis to an m-dimentional vector space W with basis , then the T matrix relative to basis  and  is an n by m matrix.

‍选项:
A: 正确
B: 错误
答案: 【 错误

4、判断题:

‌If T is a linear transformation from an n-dimentional vector space V with a basis  and  ,  then the T matrix relative to basis   is simlar to the T matrix relative to basis .

‌选项:
A: 正确
B: 错误
答案: 【 正确

5、判断题:

‍ A is an  diagonalizable matrix.    is a transformation from  to . There exists a proper  basis  in  , such that the T matrix relative to basis   is a diagonal matrix.

‌选项:
A: 正确
B: 错误
答案: 【 正确

Test for Chapter 5

1、单选题:

‏Which of the flowing vectors is an eigenvector of ?

‌选项:
A:
B:
C:
D:
答案: 【 

2、单选题:

‍Which one of the following numbers is not an eigenvalue of A?

‌选项:
A: 4
B: 1
C: 2
D: 3
答案: 【 4

3、单选题:
​Which of the following matrix may be not diagonalizable?​
选项:
A: A is a  matrix with two different eigenvalues. One eigenspace is three-dimensional and the other eigenspace is two-dimennsional.
B: A is  matrix with three eigenvalues. One eigenspace is two-dimensional.
C: A is a  matrix with three eigenvalues. One eigenspace is two-dimensional, and one of the other eigenspaces is three-dimensional.
D: A is a  matrix with 3 different eigenvalues.
答案: 【 A is a  matrix with three eigenvalues. One eigenspace is two-dimensional, and one of the other eigenspaces is three-dimensional.

4、单选题:

‎Matrix is diagonalizable. There exist diagonal matrix D and invertible matrix P such that . Which of the following matrix is P?

​选项:
A:
B:
C:
D:
答案: 【 

5、单选题:

​Let  and  be bases for vector spaces V and W, repectively. Let  be a linear transformation with the property that

​Which is the matrix for T relative to  and ?

‎选项:
A:
B:
C:
D:
答案: 【 

6、单选题:

​Which of the following matrix is the -matrix of the transformation , when .

‌选项:
A:
B:
C:
D:
答案: 【 

7、单选题:

‎Define  by  Which of the following bases   for  with the property that  is not diagonal.

.

‍选项:
A:
B:
C:
D:
答案: 【 

8、多选题:
​Choose the true statements. There are more than one right choices.​
选项:
A: If A is invertible and 1 is an eigenvlaue for A, then 1 is an eigenvalue for 
B: If A contains a row or column of zeros, then 0 is an eigenvalue of A.
C: Eigenvalues must be nonzero scalars.
D: Eigenvectors must be nonzero vectors.
E: Two distinct eigenvectors are linearly independent.
F: Two eigenvectors corresponding to the same eigenvalue are always linearly dependent,
G: The sum of two eigenvectors of a matrix A is also an eigenvector of A.
H: The eigenvalues of an upper triangular matrix A are the nonzero entries on the diagonal of A. 
答案: 【 If A is invertible and 1 is an eigenvlaue for A, then 1 is an eigenvalue for ;
If A contains a row or column of zeros, then 0 is an eigenvalue of A.;
Eigenvectors must be nonzero vectors.

9、多选题:
‌Choose the false statements. There are more than one right choices.‍
选项:
A: If A is row equivalent to the identity matrix I, then A is diagonalizable.
B: Similar matrices always have exactly the same eigenvalues.
C: Similar matrices always have exactly the same eigenvectors.
D: If A is diagonalizable, then the columns of A are linearly independent.
E: If an  matrix A has n different eigenvectors, then A is diagonalizable.
F: An  matrix A is diagonalizable if A has n different eigenvalues.
G: If the dimention of the eigenspace of every eigenvalue of A equals the algebraic multiplicy of the eigenvalue, then A is diagonalizable.
答案: 【 If A is row equivalent to the identity matrix I, then A is diagonalizable.;
Similar matrices always have exactly the same eigenvectors.;
If A is diagonalizable, then the columns of A are linearly independent.;
If an  matrix A has n different eigenvectors, then A is diagonalizable.

Chapter Four Vector Spaces

Quiz for Sec. 4.2

1、多选题:

‍The matrix A has m rows and n columns. T(x)=Ax is a linear trasformation from to . Then which of the following statements is right.

‌选项:
A: T is one-to-one if the kernel of T only contains the zero vector.
B: T is onto if the range of T is .
C: If T is one-to-one and onto, then m=n.
D: The image of T is in .
答案: 【 T is one-to-one if the kernel of T only contains the zero vector.;
T is onto if the range of T is .;
If T is one-to-one and onto, then m=n.

2、判断题:

​The matrix A has m rows and n columns. The column space of A is a subspace of .

​选项:
A: 正确
B: 错误
答案: 【 错误

3、判断题:

‍The matrix A has m rows and n columns. The null space of A is a subspace of .

‌选项:
A: 正确
B: 错误
答案: 【 正确

4、判断题:
‌The matrix A has m rows and n columns. A vector v is in Col A if Ax=v is consistent.‏
选项:
A: 正确
B: 错误
答案: 【 正确

5、判断题:
‎The matrix A has m rows and n columns. A vector v is in Nul A if Av=0.‎
选项:
A: 正确
B: 错误
答案: 【 正确

Quiz for Sec. 4.4

1、单选题:

is a basis for a vector space V. [s. Which one is the vector x?

‏选项:
A:
B:
C:
D:
答案: 【 

2、单选题:

‏If ,,then 

​选项:
A:
B:
C:
D:
答案: 【 

3、判断题:
‍The coordinates of a vector relative to a basis in a vector space is unique.‏
选项:
A: 正确
B: 错误
答案: 【 正确

4、判断题:

‌The vector space  and  are isomorphic.

‏选项:
A: 正确
B: 错误
答案: 【 错误

5、判断题:

‎If is a subspace of , then the coordinate vector of any vector in V relative to a basis also in .

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