GATE Exam  >  GATE Questions  >  One of the Eigen vectors of the matrix A = 2 ... Start Learning for Free
One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭?
Most Upvoted Answer
One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME:...
Solution:

Given:
Matrix A = 2 1
1 3

To find:
One of the eigen vectors of matrix A.

Explanation:
To find the eigen vector of a matrix, we need to solve the equation (A - λI)v = 0, where A is the given matrix, λ is the eigen value, I is the identity matrix, and v is the eigen vector.

Let's assume the eigen vector v = [x, y], where x and y are constants.

Step 1:
Calculate the determinant of the matrix (A - λI).
(A - λI) = (2 - λ) 1
1 (3 - λ)

Determinant of (A - λI) = (2 - λ)(3 - λ) - 1*1
= λ^2 - 5λ + 5

Step 2:
Set the determinant to zero and solve for λ.
λ^2 - 5λ + 5 = 0

Using the quadratic formula, we get:
λ = (5 ± √5i)/2

Since the eigen values can be complex, we will consider both the values of λ.

For λ = (5 + √5i)/2:
Substitute this value of λ in the equation (A - λI)v = 0 and solve for v:
(2 - (5 + √5i)/2) * x + y = 0
(3 - (5 + √5i)/2) * y + x = 0

Simplifying the above equations, we get:
(4 - 5 - √5i) * x + 2y = 0
(6 - 5 - √5i) * y + x = 0
(-1 - √5i) * x + 2y = 0
(1 - √5i) * y + x = 0

We can solve these equations to find the values of x and y. However, since the question asks for one of the eigen vectors, we can choose any non-zero value for x and solve for y using the above equations.

Let's assume x = 1:
Substituting x = 1 in the above equations, we get:
(-1 - √5i) + 2y = 0
(1 - √5i) * y + 1 = 0

Solving these equations, we get:
y = (1 + √5i)/2

Therefore, one of the eigen vectors corresponding to λ = (5 + √5i)/2 is [1, (1 + √5i)/2].

For λ = (5 - √5i)/2:
Similarly, substituting this value of λ in the equation (A - λI)v = 0, we get:
(-1 + √5i) * x + 2y = 0
(1 + √5i) * y + x = 0

Again, we can choose any non-zero value for x and solve for y using the above equations.

Let's assume x = 1:
Explore Courses for GATE exam
One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭?
Question Description
One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? for GATE 2024 is part of GATE preparation. The Question and answers have been prepared according to the GATE exam syllabus. Information about One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? covers all topics & solutions for GATE 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭?.
Solutions for One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? in English & in Hindi are available as part of our courses for GATE. Download more important topics, notes, lectures and mock test series for GATE Exam by signing up for free.
Here you can find the meaning of One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? defined & explained in the simplest way possible. Besides giving the explanation of One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭?, a detailed solution for One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? has been provided alongside types of One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? theory, EduRev gives you an ample number of questions to practice One of the Eigen vectors of the matrix A = 2 1 1 3 ⎡ ⎤ ⎢ ⎥ ⎣ ⎦ is [ME: GATE-2010] 2 241 (a) (b) (c) (d) 111 1 ⎧ ⎫ ⎧⎫ ⎧⎫ ⎧ ⎫ ⎨ ⎬ ⎨⎬ ⎨⎬ ⎨ ⎬ ⎩ ⎭? tests, examples and also practice GATE tests.
Explore Courses for GATE exam
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev