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Q.If [2054]=P+Q\begin{bmatrix} 2 & 0 \\ 5 & 4 \end{bmatrix} = P + Q, where PP is a symmetric and QQ is a skew symmetric matrix, then QQ is equal to:

(a) [252524]\begin{bmatrix} 2 & \frac{5}{2} \\ \frac{5}{2} & 4 \end{bmatrix}
(b) [0−52520]\begin{bmatrix} 0 & -\frac{5}{2} \\ \frac{5}{2} & 0 \end{bmatrix}
(c) [052−520]\begin{bmatrix} 0 & \frac{5}{2} \\ -\frac{5}{2} & 0 \end{bmatrix}
(d) [2−52524]\begin{bmatrix} 2 & -\frac{5}{2} \\ \frac{5}{2} & 4 \end{bmatrix}
CBSECBSE Class XII Board 2023MCQ· 1mImportance★★★★★
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Any square matrix can be uniquely expressed as the sum of a symmetric and a skew-symmetric matrix. We find the skew-symmetric part QQ by calculating Q=12(A−AT)Q = \frac{1}{2}(A - A^T), which results in [0−52520]\boxed{\begin{bmatrix} 0 & -\frac{5}{2} \\ \frac{5}{2} & 0 \end{bmatrix}}.

Matrices possess a fascinating property: any square matrix can be uniquely decomposed into the sum of a symmetric matrix and a skew-symmetric matrix. This decomposition is not just a mathematical curiosity; it's a fundamental concept used in various areas, including physics and engineering, for simplifying matrix analysis.

Let's first recall what symmetric and skew-symmetric matrices are:

  • A matrix PP is symmetric if PT=PP^T = P. This means its elements are symmetric about the main diagonal (pij=pjip_{ij} = p_{ji}).
  • A matrix QQ is skew-symmetric if QT=−QQ^T = -Q. This implies that its diagonal elements must be zero (qii=−qii  ⟹  2qii=0  ⟹  qii=0q_{ii} = -q_{ii} \implies 2q_{ii} = 0 \implies q_{ii} = 0) and off-diagonal elements satisfy qij=−qjiq_{ij} = -q_{ji}.

Now, consider any square matrix AA. We want to express it as A=P+QA = P + Q, where PP is symmetric and QQ is skew-symmetric.

If we take the transpose of this equation, we get AT=(P+Q)T=PT+QTA^T = (P + Q)^T = P^T + Q^T.

Since PP is symmetric, PT=PP^T = P.

Since QQ is skew-symmetric, QT=−QQ^T = -Q.

So, AT=P−QA^T = P - Q.

We now have a system of two linear matrix equations:

  1. A=P+QA = P + Q
  2. AT=P−QA^T = P - Q

Adding these two equations:

A+AT=(P+Q)+(P−Q)=2PA + A^T = (P + Q) + (P - Q) = 2P

This gives us P=12(A+AT)P = \frac{1}{2}(A + A^T).

You can verify that this PP is indeed symmetric: PT=(12(A+AT))T=12(AT+(AT)T)=12(AT+A)=PP^T = \left(\frac{1}{2}(A + A^T)\right)^T = \frac{1}{2}(A^T + (A^T)^T) = \frac{1}{2}(A^T + A) = P.

Subtracting the second equation from the first:

A−AT=(P+Q)−(P−Q)=2QA - A^T = (P + Q) - (P - Q) = 2Q

This gives us Q=12(A−AT)Q = \frac{1}{2}(A - A^T).

You can verify that this QQ is indeed skew-symmetric: QT=(12(A−AT))T=12(AT−(AT)T)=12(AT−A)=−12(A−AT)=−QQ^T = \left(\frac{1}{2}(A - A^T)\right)^T = \frac{1}{2}(A^T - (A^T)^T) = \frac{1}{2}(A^T - A) = -\frac{1}{2}(A - A^T) = -Q.

For any square matrix AA, its unique decomposition into a symmetric matrix PP and a skew-symmetric matrix QQ is given by:

P=12(A+AT)P = \frac{1}{2}(A + A^T)

Q=12(A−AT)Q = \frac{1}{2}(A - A^T)

The problem asks for the skew-symmetric matrix QQ. We will use the formula Q=12(A−AT)Q = \frac{1}{2}(A - A^T).

Here are the steps to find QQ:

  1. Identify the given matrix AA.

    We are given A=[2054]A = \begin{bmatrix} 2 & 0 \\ 5 & 4 \end{bmatrix}.

  2. Find the transpose of AA, denoted as ATA^T.

    To find the transpose, we swap the rows and columns of AA.

    AT=[2504]A^T = \begin{bmatrix} 2 & 5 \\ 0 & 4 \end{bmatrix}.

  3. Calculate the difference A−ATA - A^T.

    A−AT=[2054]−[2504]A - A^T = \begin{bmatrix} 2 & 0 \\ 5 & 4 \end{bmatrix} - \begin{bmatrix} 2 & 5 \\ 0 & 4 \end{bmatrix}

    Subtract corresponding elements:

    A−AT=[2−20−55−04−4]A - A^T = \begin{bmatrix} 2-2 & 0-5 \\ 5-0 & 4-4 \end{bmatrix}

    A−AT=[0−550]A - A^T = \begin{bmatrix} 0 & -5 \\ 5 & 0 \end{bmatrix}.

  4. Calculate Q=12(A−AT)Q = \frac{1}{2}(A - A^T).

    Multiply each element of the resulting matrix by 12\frac{1}{2}:

    Q=12[0−550]Q = \frac{1}{2} \begin{bmatrix} 0 & -5 \\ 5 & 0 \end{bmatrix}

    Q=[12(0)12(−5)12(5)12(0)]Q = \begin{bmatrix} \frac{1}{2}(0) & \frac{1}{2}(-5) \\ \frac{1}{2}(5) & \frac{1}{2}(0) \end{bmatrix}

    Q=[0−52520]Q = \begin{bmatrix} 0 & -\frac{5}{2} \\ \frac{5}{2} & 0 \end{bmatrix}.

  5. Compare with the given options.

    The calculated matrix Q=[0−52520]Q = \begin{bmatrix} 0 & -\frac{5}{2} \\ \frac{5}{2} & 0 \end{bmatrix} matches option (b).

Watch out

A common mistake is to confuse the formulas for PP and QQ. Remember that PP (symmetric) uses A+ATA+A^T and QQ (skew-symmetric) uses A−ATA-A^T. Also, ensure you correctly perform matrix subtraction and scalar multiplication.

✓Final answer

The skew-symmetric matrix QQ is [0−52520]\boxed{\begin{bmatrix} 0 & -\frac{5}{2} \\ \frac{5}{2} & 0 \end{bmatrix}}.

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