Question Details

Let M = (aij), i, j ∈ {1, 2, 3}, be the 3 × 3 matrix such that aij = 1 if j + 1 is divisible by i, otherwise aij = 0. Then which of the following statements is(are) true?

Options

A

M is invertible.

B

There exists a nonzero column matrix [a1; a2; a3] such that M[a1; a2; a3] = [-a1; -a2; -a3].

C

The set {X ∈ ℝ³ : MX = 0} ≠ {0}, where 0=[0,0,0]

D

The matrix M − 2I is invertible, where I is the 3 × 3 identity matrix.

Show Answer

Correct Answer :

Option B

There exists a nonzero column matrix [a1; a2; a3] such that M[a1; a2; a3] = [-a1; -a2; -a3].

Option C

The set {X ∈ ℝ³ : MX = 0} ≠ {0}, where 0=[0,0,0]

Solution :

The correct true statements are:

1. There exists a nonzero column matrix [a1; a2; a3] such that M[a1; a2; a3] = [-a1; -a2; -a3].

2.

The set {X ∈ ℝ³ : MX = 0} ≠ {0}, where 0=[0,0,0]


Step-by-step Explanation:

We are given a 3×3 matrix M=(aij) where i,j{1,2,3} defined by:
aij=1 if j+1 is divisible by i, otherwise aij=0.

Let us evaluate each entry of M:

- Row 1 (i=1):
j=11+1=2 (divisible by 1) a11=1
j=22+1=3 (divisible by 1) a12=1
j=33+1=4 (divisible by 1) a13=1

- Row 2 (i=2):
j=11+1=2 (divisible by 2) a21=1
j=22+1=3 (not divisible by 2) a22=0
j=33+1=4 (divisible by 2) a23=1

- Row 3 (i=3):
j=11+1=2 (not divisible by 3) a31=0
j=22+1=3 (divisible by 3) a32=1
j=33+1=4 (not divisible by 3) a33=0

Thus, matrix M is:

M=[111101010]

1. Determinant of M:

|M|=1(0-1)-1(0-0)+1(1-0)=-1+0+1=0

Since |M|=0, matrix M is singular (not invertible).
Also, since |M|=0, the system of equations MX=0 has non-trivial solutions. Therefore, the solution set {X3:MX=0}{0} is TRUE.

2. Existence of a nonzero matrix X such that MX = -X:

The condition MX=-X can be rewritten as (M+I)X=0.
Let us find matrix M+I:

M+I=[211111011]

Calculating its determinant:

|M+I|=2(1-1)-1(1-0)+1(1-0)=0-1+1=0

Since |M+I|=0, there exists a non-trivial solution vector X=[a1,a2,a3]T0 satisfying MX=-X. Therefore, this statement is TRUE.

Unlock Our Free Library

Access expert-curated educational resources and study materials—completely free.

Discover more resources

You may also like

Mock Tests

View All
  • CTET
  • intermediate
  • No time limit
  • child development and pedagogy, mathematics, social science

  • SSC
  • intermediate
  • 2 hours and 30 mins
  • child development and pedagogy, mathematics, social science

Ask AI Tutor
5 left
Q1 View Question & Options
AI Tutor is solving this question...
Reading question context & options...