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Evaluate Expression Involving Elements of Matrix Difference

Let P=[1004101641]P = \begin{bmatrix} 1 & 0 & 0 \\ 4 & 1 & 0 \\ 16 & 4 & 1 \end{bmatrix} and II be the identity matrix of order 33. If Q=[qij]Q = [q_{ij}] represents a matrix satisfying P50−Q=IP^{50} - Q = I, then the ratio q31+q32q21\frac{q_{31} + q_{32}}{q_{21}} is equal to

Options

A

52

B

103

Correct
C

201

D

205

Topics & Concepts

Step-by-Step Solution

To find the value of the given expression, we first express the matrix PP as the sum of the identity matrix II and a strictly lower triangular matrix AA:

P=I+AP = I + A

where

I=[100010001]andA=[0004001640]I = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \quad \text{and} \quad A = \begin{bmatrix} 0 & 0 & 0 \\ 4 & 0 & 0 \\ 16 & 4 & 0 \end{bmatrix}

Now, let us calculate the higher powers of matrix AA:

A2=[0004001640][0004001640]=[0000001600]A^2 = \begin{bmatrix} 0 & 0 & 0 \\ 4 & 0 & 0 \\ 16 & 4 & 0 \end{bmatrix} \begin{bmatrix} 0 & 0 & 0 \\ 4 & 0 & 0 \\ 16 & 4 & 0 \end{bmatrix} = \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 16 & 0 & 0 \end{bmatrix} A3=A2⋅A=[0000001600][0004001640]=[000000000]=OA^3 = A^2 \cdot A = \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 16 & 0 & 0 \end{bmatrix} \begin{bmatrix} 0 & 0 & 0 \\ 4 & 0 & 0 \\ 16 & 4 & 0 \end{bmatrix} = \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix} = O

Since Ak=OA^k = O for all k≥3k \ge 3, matrix AA is nilpotent of index 33.

Since II and AA commute (IA=AIIA = AI), we can expand Pn=(I+A)nP^{n} = (I + A)^n using the Binomial Theorem:

Pn=I+nA+n(n−1)2!A2P^n = I + nA + \frac{n(n-1)}{2!} A^2

For n=50n = 50:

P50=I+50A+50×492A2=I+50A+1225A2P^{50} = I + 50A + \frac{50 \times 49}{2} A^2 = I + 50A + 1225 A^2

We are given that P50−Q=IP^{50} - Q = I, which gives:

Q=P50−I=50A+1225A2Q = P^{50} - I = 50A + 1225 A^2

Substituting the matrices AA and A2A^2 into the equation for QQ:

Q=50[0004001640]+1225[0000001600]Q = 50 \begin{bmatrix} 0 & 0 & 0 \\ 4 & 0 & 0 \\ 16 & 4 & 0 \end{bmatrix} + 1225 \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 16 & 0 & 0 \end{bmatrix} Q=[000200008002000]+[0000001960000]=[00020000204002000]Q = \begin{bmatrix} 0 & 0 & 0 \\ 200 & 0 & 0 \\ 800 & 200 & 0 \end{bmatrix} + \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 19600 & 0 & 0 \end{bmatrix} = \begin{bmatrix} 0 & 0 & 0 \\ 200 & 0 & 0 \\ 20400 & 200 & 0 \end{bmatrix}

From matrix Q=[qij]Q = [q_{ij}], we identify the required elements:

  • q21=200q_{21} = 200
  • q31=20400q_{31} = 20400
  • q32=200q_{32} = 200

Thus, the ratio q31+q32q21\frac{q_{31} + q_{32}}{q_{21}} is:

q31+q32q21=20400+200200=20600200=103\frac{q_{31} + q_{32}}{q_{21}} = \frac{20400 + 200}{200} = \frac{20600}{200} = 103

Hence, the correct option is (B).