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eA denotes the exponential of a square matrix A. Suppose λ is an eigen value and v is the corresponding eigen-vector of matrix A.
Consider the following two statements :
Statement 1 :  eλ is an eigen value of eA .
Statement 2 : v is an eigen-vector of eA.
Which one of the following options is correct?
  • a)
    Statement 1 is true and statement 2 is false.
  • b)
    Statement 1 is false and statement 2 is true.
  • c)
    Both the statements are correct.
  • d)
    Both the statements are false.
Correct answer is option 'C'. Can you explain this answer?
Most Upvoted Answer
eAdenotes the exponential of a square matrix A. Suppose λ is an...
We have a square matrix A. The exponential of matrix A, denoted as e^A, is defined as the sum of the infinite series:

e^A = I + A + (A^2 / 2!) + (A^3 / 3!) + ...

where I is the identity matrix and A^k represents the matrix A raised to the power of k.

The exponential of a matrix has various properties, including:

1. e^0 = I, where 0 is the zero matrix and I is the identity matrix.
2. If A and B commute (AB = BA), then e^(A + B) = e^A * e^B.
3. If A is invertible, then e^(-A) = (e^A)^(-1).

The exponential of a matrix can be calculated using a variety of methods, such as the Taylor series expansion, diagonalization, or using the Jordan canonical form.
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Community Answer
eAdenotes the exponential of a square matrix A. Suppose λ is an...
Given λ is an eigen value of A.
∴ Statement (1) is true.
We know that eigen vector of A and polynomial matrix in A is same.
=> Eigen vector of A and eA is same.
∴ Statement (2) is true.
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eAdenotes the exponential of a square matrix A. Suppose λ is an eigen value and v is the corresponding eigen-vector of matrix A.Consider the following two statements :Statement 1 : eλis an eigen value of eA.Statement 2 : v is an eigen-vector of eA.Which one of the following options is correct?a)Statement 1 is true and statement 2 is false.b)Statement 1 is false and statement 2 is true.c)Both the statements are correct.d)Both the statements are false.Correct answer is option 'C'. Can you explain this answer?
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