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Matrix Power Sum and Invertibility Analysis

Consider the matrix M=[2110].M = \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix}.

Let p,q,r,s,a,b,cp, q, r, s, a, b, c and dd be integers such that M26=[pqrs]andk=126Mk=[abcd].M^{26} = \begin{bmatrix} p & q \\ r & s \end{bmatrix} \quad \text{and} \quad \sum_{k=1}^{26} M^k = \begin{bmatrix} a & b \\ c & d \end{bmatrix}.

Then which of the following statements is (are) TRUE ?

Options

A

There exists a 2×22 \times 2 invertible matrix NN with real entries such that MN=N[1101]MN = N \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix}

Correct
B

The value of aa is 378378

C

For any two given integers mm and nn, there exist unique integers xx and yy such that px+qy=mandrx+sy=npx + qy = m \quad \text{and} \quad rx + sy = n

Correct
D

For each positive real number tt, the system of linear equations (a+t)x+by=1(a + t)x + by = 1 cx+(d+t)y=1cx + (d + t)y = -1 has a unique solution

Correct

Topics & Concepts

Step-by-Step Solution

To determine the correct statements, we first analyze the matrix M=[2110]M = \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix}.

1. Powers of MM

Calculating the first few powers of MM: M1=[2110]M^1 = \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix} M2=[2110][2110]=[3221]M^2 = \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix} \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix} = \begin{bmatrix} 3 & -2 \\ 2 & -1 \end{bmatrix} M3=[3221][2110]=[4332]M^3 = \begin{bmatrix} 3 & -2 \\ 2 & -1 \end{bmatrix} \begin{bmatrix} 2 & -1 \\ 1 & 0 \end{bmatrix} = \begin{bmatrix} 4 & -3 \\ 3 & -2 \end{bmatrix}

By mathematical induction, for any positive integer kk: Mk=[k+1kk(k1)]M^k = \begin{bmatrix} k+1 & -k \\ k & -(k-1) \end{bmatrix}

For k=26k = 26: M26=[27262625]=[pqrs]M^{26} = \begin{bmatrix} 27 & -26 \\ 26 & -25 \end{bmatrix} = \begin{bmatrix} p & q \\ r & s \end{bmatrix} Thus, p=27p = 27, q=26q = -26, r=26r = 26, and s=25s = -25.

Now, let S=k=126Mk=[abcd]S = \sum_{k=1}^{26} M^k = \begin{bmatrix} a & b \\ c & d \end{bmatrix}.

  • a=k=126(k+1)=26×272+26=351+26=377a = \sum_{k=1}^{26} (k+1) = \frac{26 \times 27}{2} + 26 = 351 + 26 = 377
  • b=k=126(k)=351b = \sum_{k=1}^{26} (-k) = -351
  • c=k=126k=351c = \sum_{k=1}^{26} k = 351
  • d=k=126(1k)=26351=325d = \sum_{k=1}^{26} (1-k) = 26 - 351 = -325

2. Analysis of Options

Option (A): Existence of Invertible Matrix NN

The characteristic equation of MM is: det(MλI)=2λ11λ=λ22λ+1=(λ1)2=0\det(M - \lambda I) = \begin{vmatrix} 2-\lambda & -1 \\ 1 & -\lambda \end{vmatrix} = \lambda^2 - 2\lambda + 1 = (\lambda - 1)^2 = 0 The eigenvalue is λ=1\lambda = 1 with algebraic multiplicity 22.

For λ=1\lambda = 1, the eigenvector equation is: (MI)v=0    [1111][v1v2]=[00]    v1=v2(M - I)v = 0 \implies \begin{bmatrix} 1 & -1 \\ 1 & -1 \end{bmatrix} \begin{bmatrix} v_1 \\ v_2 \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \end{bmatrix} \implies v_1 = v_2 Since the geometric multiplicity is 11, MM is non-diagonalizable, and its Jordan Canonical Form is J=[1101]J = \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix}.

Thus, there exists an invertible 2×22 \times 2 real matrix NN such that: N1MN=[1101]    MN=N[1101]N^{-1}MN = \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix} \implies MN = N \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix} Therefore, Option (A) is TRUE.


Option (B): Value of aa

As derived above: a=k=126(k+1)=377a = \sum_{k=1}^{26} (k+1) = 377 Hence, the statement a=378a = 378 is incorrect. Therefore, Option (B) is FALSE.


Option (C): Unique Integer Solutions for x,yx, y

The system of equations can be written in matrix form as: [pqrs][xy]=[mn]    M26[xy]=[mn]\begin{bmatrix} p & q \\ r & s \end{bmatrix} \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} m \\ n \end{bmatrix} \implies M^{26} \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} m \\ n \end{bmatrix}

The determinant of M26M^{26} is: det(M26)=(detM)26=(0(1))26=126=1\det(M^{26}) = (\det M)^{26} = (0 - (-1))^{26} = 1^{26} = 1

Since det(M26)=10\det(M^{26}) = 1 \neq 0, (M26)1(M^{26})^{-1} exists and is given by: (M26)1=[sqrp]=[25262627](M^{26})^{-1} = \begin{bmatrix} s & -q \\ -r & p \end{bmatrix} = \begin{bmatrix} -25 & 26 \\ -26 & 27 \end{bmatrix} Since all entries of (M26)1(M^{26})^{-1} are integers, the solution vector: [xy]=[25262627][mn]=[25m+26n26m+27n]\begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} -25 & 26 \\ -26 & 27 \end{bmatrix} \begin{bmatrix} m \\ n \end{bmatrix} = \begin{bmatrix} -25m + 26n \\ -26m + 27n \end{bmatrix} yields a unique pair of integers (x,y)(x, y) for any given integers mm and nn. Therefore, Option (C) is TRUE.


Option (D): System of Equations for Positive Real tt

The system of linear equations is: [a+tbcd+t][xy]=[11]    (S+tI)[xy]=[11]\begin{bmatrix} a+t & b \\ c & d+t \end{bmatrix} \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} 1 \\ -1 \end{bmatrix} \implies (S + tI) \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} 1 \\ -1 \end{bmatrix}

The determinant of the coefficient matrix is: det(S+tI)=t2+tr(S)t+det(S)\det(S + tI) = t^2 + \text{tr}(S)t + \det(S)

Calculating trace and determinant of SS:

  • tr(S)=a+d=377325=52\text{tr}(S) = a + d = 377 - 325 = 52
  • det(S)=adbc=(377)(325)(351)(351)=122525+123201=676=262\det(S) = ad - bc = (377)(-325) - (-351)(351) = -122525 + 123201 = 676 = 26^2

Thus, det(S+tI)=t2+52t+676=(t+26)2\det(S + tI) = t^2 + 52t + 676 = (t + 26)^2

For any positive real number t>0t > 0, (t+26)2>262>0(t + 26)^2 > 26^2 > 0, which means det(S+tI)0\det(S + tI) \neq 0. Hence, the system has a unique solution for each t>0t > 0. Therefore, Option (D) is TRUE.


Conclusion

The correct options are A, C, and D.

Matrix Power Sum and Invertibility Analysis | Mathematics PYQ Solution - JEE Challenger