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Linear Algebra NAT Level - 2 - Physics MCQ


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10 Questions MCQ Test Topic wise Tests for IIT JAM Physics - Linear Algebra NAT Level - 2

Linear Algebra NAT Level - 2 for Physics 2024 is part of Topic wise Tests for IIT JAM Physics preparation. The Linear Algebra NAT Level - 2 questions and answers have been prepared according to the Physics exam syllabus.The Linear Algebra NAT Level - 2 MCQs are made for Physics 2024 Exam. Find important definitions, questions, notes, meanings, examples, exercises, MCQs and online tests for Linear Algebra NAT Level - 2 below.
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*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 1

If (a, 6) are the values for which the given equations are inconsistent.
x + 2y + 3z = 4
x + 3y + 4z = 5
x + 3y + az = b

then the value of a is :


Detailed Solution for Linear Algebra NAT Level - 2 - Question 1

Consider the augmented matrix,


 

For the following to be inconsistent, a – 4 = 0  and  b – 5 ≠ 0
⇒  a = 4  and  b ≠ 5

The correct answer is: 4

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 2

If  z = 7c, then find the value of x such that the given equations has infinite solution
x + 3y – 2z = 0
2x – y + 4z = 0
x – 11y + 14z = 0


Detailed Solution for Linear Algebra NAT Level - 2 - Question 2

The given system of equations is equivalent to the single matrix equation, AX = 0

To get the solution, consider the augmented matrix,

⇒ z  is a free variable. The given system reduces to
x + 3y – 2z = 0
–7x + 8z = 0
Let  z = c,  where  is an arbitrary number. Then,


If we take c = 7, we get the solution as  (–10  8  7)T

The correct answer is: -10

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 3

A matrix M has eigenvalues 1 and 4 with corresponding eigenvectors (1, –1)T and (2, 1)T respectively. Then M  is given by  Find the value of α


Detailed Solution for Linear Algebra NAT Level - 2 - Question 3

As the given eigen vectors of M  are linearly independent, M  is diagonalisable,
∴   matrices P and D  such that,
or  D = P–1MP
M = PDP–1


The correct answer is: 2

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 4

The only real value of λ for which the following equations have non-zero solution is,
x + 3y + 3z = λx
3x + y + 2z = λy
2x + 3y + z = λz


Detailed Solution for Linear Algebra NAT Level - 2 - Question 4

The given system is,

For the given system of equations to have a non-zero solution, the coefficient matrix, say A, must be of rank less than 3. Thereby, det A must be zero i.e.,


The roots of  are imaginary.
Hence the only real value of λ  for which the system of equations will have a non-zero solution is 6.

The correct answer is: 6

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 5

For what value of c the following given equations will have infinite number of solutions?
–2x + y + z = 1
x – 2y + z = 1
x + y – 2z = c


Detailed Solution for Linear Algebra NAT Level - 2 - Question 5

Consider the augmented matrix,


 

The system will have infinite number of solution if  c = –2.

The correct answer is: -2

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 6

Find the rank of the matrix for the following equations :
3x + 4y – z – 6w = 0
2x + 3y + 2z – 3w = 0
2x + y – 14z – 9w = 0
x + 3y + 13z + 3w = 0


Detailed Solution for Linear Algebra NAT Level - 2 - Question 6

Let A  be the coefficient matrix, i.e., consider,




∴  The rank of the matrix is 2.

The correct answer is: 2

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 7

Let A  be a 3 × 3 matrix. Suppose that the eigenvalues of A are –1, 0, 1 with respective eigenvectors (1,–1,0)T, (1,1,–2)T & (1,1,1)T. Then 6A is given by  Find the value of  α


Detailed Solution for Linear Algebra NAT Level - 2 - Question 7

We know that,    the matrices D and P such that D = P–1AP is a diagonal matrix.

In this case, 

 

∵  D = P–1AP

Pre multiplying by P  and post multiplying by P–1, we get  A = PDP–1



Hence,   6A = 

The correct answer is: 5

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 8

Find the rank of the matrix for the following equations :
4x + 2y + z + 3u = 0
6x + 3y + 4z + 7u = 0
2x + y + u = 0


Detailed Solution for Linear Algebra NAT Level - 2 - Question 8

Consider the augmented matrix, [A : O]  where A the coefficient matrix,


interchanging the variables x and z  


∴   The rank of the matrix is 2.

The correct answer is: 2

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 9

Solution of the system,
3x – 2y – w = 2
2y + 2z + w = 1
x – 2y – 3z + 2w = 3
y + 2z + w = 1
is given by (1, 0, 0, α)T. Find the value of α. 


Detailed Solution for Linear Algebra NAT Level - 2 - Question 9

Consider the augmented matrix,



So, the given system reduces to

5z – 9w = –9          ....(2)
2y + 2z + w = 1     ....(3)
x – 2y – 3z + 2w = 3 ....(4)
from (1) we get, w = 1
from (2) we get, z = 0
from (3) we get, y = 0
from (4) we get, x = 1

The correct answer is: 1

*Answer can only contain numeric values
Linear Algebra NAT Level - 2 - Question 10

Let  a real symmetric matrix. P is the orthogonal matrix such that P-1 AP is a diagonal matrix given by  Find the value of  α


Detailed Solution for Linear Algebra NAT Level - 2 - Question 10


tr(A) = 7 ; |A| = 6
∴ The characteristic equation will be

⇒ λ = 6, 1 are the eigenvalues of  A.
Now, Let (xy) be the eigenvector corresponding to λ = 6, then,


i.e., –4x – 2y = 0
or  2x + y = 0
A non zero solution is  u1 = (1, –2)
Now, again if (xy) is the eigenvector corresponding to λ = 1. Then 

i.e., x – 2y = 0

A non-zero solution is  u2 = (2, 1)
Now, u1 and u2 will be orthogonal. Normalising u1and u2 yield the orthonormal vectors,


such that  

The correct answer is: 6

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