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Engineering Mathematics
Linear Algebra
Solution of Linear Equations

Questions mapped to Solution of Linear Equations under Linear Algebra.

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Q#1 Linear Algebra GATE EE 2026 (Set 1) MCQ +2 marks -0.66 marks

Which one of the following statements is ALWAYS correct about a collection of  column vectors, each having  real-valued entries?

If , then the column vectors must be linearly dependent

If , then the column vectors must be linearly independent

If , then the column vectors must be orthogonal

If , then the column vectors must be linearly independent

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Q#2 Linear Algebra GATE EE 2026 (Set 1) MSQ +2 marks -0 marks

Consider the system of linear equations: , where  is an  matrix, and  and  are -dimensional column vectors.

Suppose this system of equations has a unique solution. Which of the following statements is/are correct?

 exists

The system of equations  also has a unique solution for

, for

, where  denotes the augmented matrix.

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Q#3 Linear Algebra GATE EE 2025 (Set 1) MCQ +1 mark -0.33 marks

Consider the set  of points  which minimize the real valued function

 

Which of the following statements is true about the set S?

The number of elements in the set S is finite and more than one.

The number of elements in the set S is infinite.

The set S is empty.

The number of elements in the set S is exactly one.

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Q#4 Linear Algebra GATE EE 2025 (Set 1) MCQ +1 mark -0.33 marks

Let , and . Then, the system of linear equations  has

a unique solution.

infinitely many solutions.

a finite number of solutions.

no solution.

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Q#5 Linear Algebra GATE EE 2015 (Set 2) MCQ +1 mark -0.33 marks

We have a set of 3 linear equations in 3 unknowns. ‘X = Y’ means X and Y are equivalent statements and  means X and Y are not equivalent statements.

P. There is a unique solution.

Q. The equations are linearly independent.

R. All Eigen values of the coefficient matrix are nonzero.

S. The determinant of the coefficient matrix is nonzero.

Which one of the following is TRUE?

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Q#6 Linear Algebra GATE EE 2014 (Set 1) MCQ +1 mark -0.33 marks

Given a system of equations:

Which of the following is true regarding its solutions

The system has a unique solution for any given

The system will have infinitely many solutions for any given

Whether or not a solution exists depends on the given

The system would have no solution for any values of

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Q#7 Linear Algebra GATE EE 2013 (Set 1) MCQ +1 mark -0.33 marks

The equation has        

No solution

Only one solution

Non-zero unique solution

Multiple solutions

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Q#8 Linear Algebra GATE EE 2010 (Set 1) MCQ +2 marks -0.66 marks

For the set of equations

The following statement is true:

Only the trivial solution  exists.

There are no solutions.

A unique non-trivial solution exists

Multiple non-trivial solutions exist

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Q#9 Linear Algebra GATE EE 2005 (Set 1) MCQ +1 mark -0.33 marks

In the matrix equation Px = q, which of the following is a necessary condition for the existence of at least one solution for the unknown vector x:

Augmented matrix [Pq] must have the same rank as matrix P

Vector q must have only non-zero elements

Matrix P must be singular

Matrix P must be square

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Q#10 Linear Algebra GATE EE 1998 (Set 1) MCQ +1 mark -0.33 marks

A set of linear equations is represented by the matrix equation Ax=b the necessary condition for the existence of a solution for this system is:        

A must be invertible

B must be linearly depend on the columns of A

B must be linearly independent of the columns of A

None of the above

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Q#11 Linear Algebra GATE EE 1997 (Set 1) MCQ +1 mark -0.33 marks

Gauss-Seidel iterative method can be used for solving a set of

Linear differential equations only

Linear algebraic equations only

Both linear and nonlinear algebraic equation

Both linear and non linear differential equations

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Q#12 Linear Algebra GATE EE 1995 (Set 1) MCQ +2 marks -0.66 marks

A set of three linear equations with unknowns X, Y and Z is shown below

Decompose the coefficient matrix into an upper triangular matrix and then solve for the unknowns, X, Y and Z.

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Q#13 Linear Algebra GATE EE 1994 (Set 1) NAT +1 mark -0 marks

If two vectors u and v in a plane are linearly independent, then, they cannot be collinear. ( True=1, False=0)

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Q#14 Linear Algebra GATE EE 1994 (Set 1) NAT +1 mark -0 marks

The number of linearly independent solutions of the system of equations  , is equal to _________________

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