Is it sufficient?

Algebra Level pending

Consider the following two statements :

A \cdot A A is a square matrix satisfying A 2 = A A^2=A .

B \cdot A A is either a null matrix or an identity matrix.

Choose the correct option

A is both necessary as well as sufficient condition for B A is a necessary condition for B A is a sufficient condition for B None of A and B is a condition for the other

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1 solution

Sarthak Sahoo
Apr 28, 2020

Before Beginning we notice that the null matrix and the identity matrix(Also hinted at by part B) satisfy the definition in part A.

A = [ a b c d ] A=\begin{bmatrix} a & b \\ c & d \end{bmatrix}

then A 2 = [ a 2 + b c b ( a + d ) c ( a + d ) d 2 + b c ] A^2=\begin{bmatrix} a^2+bc & b(a+d) \\ c(a+d) & d^2+bc \end{bmatrix}

Since A 2 = A A^2=A

[ a 2 + b c b ( a + d ) c ( a + d ) d 2 + b c ] = [ a b c d ] \begin{bmatrix} a^2+bc & b(a+d) \\ c(a+d) & d^2+bc \end{bmatrix}=\begin{bmatrix} a & b \\ c & d \end{bmatrix}

{ a 2 + b c = a b ( a + d ) = b c ( a + d ) = c d 2 + b c = d \begin{cases} a^2+bc=a \\ b(a+d)=b \\ c(a+d)=c \\ d^2+bc=d\end{cases}

Note that if b b or c c is 0 we have the null matrix.

Hence all we have to do is look for solutions when a + d = 1 a+d=1

adding the 1 st 1^\text{st} and 4 th 4^\text{th} equation we have

a 2 + d 2 + 2 b c = a + d a^2+d^2+2bc=a+d

( a + d ) 2 2 d a + 2 b c = ( a + d ) (a+d)^2-2da+2bc=(a+d)

a d = b c ad=bc

Hence we have the two conditions which will make A 2 = A A^2=A , a + d = 1 a+d=1 and a d = b c ad=bc

Note that if d = c = b = a = 1 2 d=c=b=a=\frac{1}{2} we have A 2 = A A^2=A , through the above condition. Hence B \mathbf B cannot be defined solely by condition A \mathbf A .

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