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Engineering Maths · all questions

Linear Algebra
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X = [x1, x2, ... xn]T is an n-tuple nonzero vector. The n × n matrix V = XXT

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Which one of the following statements is NOT true for a square matrix A?

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For any real, square and non-singular matrix B, the detB-1 is

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Given a system of equations:
x + 2y + 2z = b1
5x + y + 3z = b2
Which of the following is true regarding its solution?

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The matrix \left( {\begin{array}{*{20}{c}} 2&{ - 4} \\ 4&{ - 2} \end{array}} \right)  has

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The inverse of the matrix \left[ {\begin{array}{*{20}{c}} 2&3&4 \\ 4&3&1 \\ 1&2&4 \end{array}} \right]  is

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The condition for which the eigen values of the matrix {\text{A}} = \left[ {\begin{array}{*{20}{c}} 2&1 \\ 1&{\text{k}} \end{array}} \right]   are positive, is

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Given that the determinant of the matrix \left[ {\begin{array}{*{20}{c}} 1&3&0 \\ 2&6&4 \\ { - 1}&0&2 \end{array}} \right]  is -12, the determinant of the matrix \left[ {\begin{array}{*{20}{c}} 2&6&0 \\ 4&{12}&8 \\ { - 2}&0&4 \end{array}} \right]  is

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For the matrix {\text{A}} = \left[ {\begin{array}{*{20}{c}} 5&3 \\ 1&3 \end{array}} \right],   ONE of the normalized eigen vectors is given as

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The product of eigen values of the matrix P is {\text{P}} = \left[ {\begin{array}{*{20}{c}} 2&0&1 \\ 4&{ - 3}&3 \\ 0&2&{ - 1} \end{array}} \right]

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Consider a non-homogeneous system of linear equations representing mathematically an overdetermined system. Such a system will be

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The dimension of the null space of the matrix \left[ {\begin{array}{*{20}{c}} 0&1&1 \\ 1&{ - 1}&0 \\ { - 1}&0&1 \end{array}} \right]   is

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X and Y are non-zero square matrices of size n × n. If XY = 0n × n then

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A is m × n full rank matrix with m > n and is an identity matrix. Let matrix A' = (ATA)-1AT, Then, which one of the following statement is TRUE?

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The minimum and the maximum eigen values of the matrix \left[ {\begin{array}{*{20}{c}} 1&1&3 \\ 1&5&1 \\ 3&1&1 \end{array}} \right]  are -2 and 6, respectively. What is the other eigen value?

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Consider the matrix \left[ {\begin{array}{*{20}{c}} 5&{ - 1} \\ 4&1 \end{array}} \right]  . Which one of the following statements is TRUE for the eigen values and eigen vectors of this matrix?

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Let M be a real 4 × 4 matrix. Consider the following statements:
S1: M has 4 linearly independent eigenvectors.
S2: M has 4 distinct eigenvalues.
S3: M is non-singular (invertible).
Which one among the following is TRUE?

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The smallest and largest Eigen values of the following matrix are \left[ {\begin{array}{*{20}{c}} 3&{ - 2}&2 \\ 4&{ - 4}&6 \\ 2&{ - 3}&5 \end{array}} \right]

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Eigen values of a matrix {\text{S}} = \left[ {\begin{array}{*{20}{c}} 3&2 \\ 2&3 \end{array}} \right]   are 5 and 1. What are the eigen values of the matrix S2 = SS?

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If any two columns of a determinant {\text{P}} = \left| {\begin{array}{*{20}{c}} 4&7&8 \\ 3&1&5 \\ 9&6&2 \end{array}} \right|   are interchanged, which one of the following statements regarding the value of the determinant is CORRECT?

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