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Engineering Mathematics
Linear Algebra

Practice questions from Linear Algebra.

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Q#1 Linear Algebra GATE EC 2025 (Set 1) MCQ +1 mark -0.33 marks

Consider the matrix  below:

 

For which of the following combinations of , and , is the rank of  at least three?

(i)  and .

(ii) .

(iii)  and .

(iv) .

Only (i), (iii), and (iv)

Only (iv)

Only (ii)

Only (i) and (iii)

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Q#2 Linear Algebra GATE EC 2025 (Set 1) NAT +2 marks -0 marks

Consider the vectors

 

For real-valued scalar variable , the value of

  is _________ (rounded off to two decimal places).

 denotes the Euclidean norm, i.e., for .

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Q#3 Linear Algebra GATE EC 2024 (Set 1) NAT +1 mark -0 marks

Let  and  denote the set of real numbers and the three-dimensional vector space over it, respectively. The value of for which the set of vectors

Dose not form a basis of is__________.

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Q#4 Linear Algebra GATE EC 2024 (Set 1) MSQ +2 marks -0 marks

Consider the matrix where k is a positive real number. Which of the following vectors is/are eigenvector(s) of this matrix?

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Q#5 Linear Algebra GATE EC 2023 (Set 1) MCQ +1 mark -0.33 marks

Let  and  be two vectors. The value of the coefficient  in the expression , which minimizes the length of the error vector , is

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Q#6 Linear Algebra GATE EC 2023 (Set 1) MCQ +1 mark -0.33 marks

Let the sets of eigenvalues and eigenvectors of a matrix  be  and , respectively. For any invertible matrix , the sets of eigenvalues and eigenvectors of the matrix , where , respectively, are

 and

 and

 and

 and

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Q#7 Linear Algebra GATE EC 2023 (Set 1) MCQ +2 marks -0.66 marks

Let  be an  real column vector with length . The trace of the matrix  is

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