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Matrices and Determinants question

2021 · Shift 1 · Q33
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  5. /2021 · Shift 1 · Q33

Matrices and Determinants question

2021 · Shift 1 · Q33

JEE AdvancedMathematicsMatrices and DeterminantsMultiple correct+4 / −2
For any 3 ×\times× 3 matrix M, let |M| denote the determinant of M. Let I be the 3 ×\times× 3 identity matrix. Let E and F be two 3 ×\times× 3 matrices such that (I −-− EF) is invertible. If G = (I −-− EF) −-− 1, then which of the following statements is (are) TRUE?
  1. A
    | FE | = | I −-− FE| | FGE |
  2. B
    (I −-− FE)(I + FGE) = I
  3. C
    EFG = GEF
  4. D
    (I −-− FE)(I −-− FGE) = I
View written solutionFree

Correct answer: A, B, C

Step-by-step Solution

Given Information:

  • E and F are 3x3 matrices.
  • I is the 3x3 identity matrix.
  • The matrix (I - EF) is invertible.
  • G = (I - EF)−1^{-1}−1.

From the definition of G, we have two key relations:

  1. (I - EF)G = I => G - EFG = I (Equation 1)
  2. G(I - EF) = I => G - GEF = I (Equation 2)

We will now evaluate each statement.

Evaluation of Option C: EFG = GEF

From Equation 1, we can write: EFG=G−IEFG = G - IEFG=G−I From Equation 2, we can write: GEF=G−IGEF = G - IGEF=G−I Comparing these two expressions, we get: EFG=GEFEFG = GEFEFG=GEF Thus, statement C is TRUE.

Evaluation of Option B: (I - FE)(I + FGE) = I

Let's expand the left-hand side (LHS) of the equation: LHS = (I−FE)(I+FGE)=I(I+FGE)−FE(I+FGE)(I - FE)(I + FGE) = I(I + FGE) - FE(I + FGE)(I−FE)(I+FGE)=I(I+FGE)−FE(I+FGE) LHS = I+FGE−FE−FEFGEI + FGE - FE - FEFGEI+FGE−FE−FEFGE

Now, we need to simplify the term FEFGEFEFGEFEFGE. We can use the result EFG=G−IEFG = G - IEFG=G−I from Equation 1. FEFGE=F(EFG)E=F(G−I)E=(FG−F)E=FGE−FEFEFGE = F(EFG)E = F(G - I)E = (FG - F)E = FGE - FEFEFGE=F(EFG)E=F(G−I)E=(FG−F)E=FGE−FE

Substitute this back into the expression for the LHS: LHS = I+FGE−FE−(FGE−FE)I + FGE - FE - (FGE - FE)I+FGE−FE−(FGE−FE) LHS = I+FGE−FE−FGE+FEI + FGE - FE - FGE + FEI+FGE−FE−FGE+FE LHS = III

Since LHS = I, the statement is correct. This also implies that the matrix (I - FE) is invertible and its inverse is (I + FGE). Thus, statement B is TRUE.

Evaluation of Option D: (I - FE)(I - FGE) = I

From the evaluation of option B, we found that (I−FE)−1=I+FGE(I - FE)^{-1} = I + FGE(I−FE)−1=I+FGE. Option D claims that the inverse is (I−FGE)(I - FGE)(I−FGE). This can only be true if I+FGE=I−FGEI + FGE = I - FGEI+FGE=I−FGE, which would mean 2FGE=02FGE = 02FGE=0, or FGE=0FGE = 0FGE=0. This is not true for arbitrary matrices E and F.

Let's expand the LHS of the statement in D: LHS = (I−FE)(I−FGE)=I−FGE−FE+FEFGE(I - FE)(I - FGE) = I - FGE - FE + FEFGE(I−FE)(I−FGE)=I−FGE−FE+FEFGE Using FEFGE=FGE−FEFEFGE = FGE - FEFEFGE=FGE−FE from the analysis of option B: LHS = I−FGE−FE+(FGE−FE)=I−2FEI - FGE - FE + (FGE - FE) = I - 2FEI−FGE−FE+(FGE−FE)=I−2FE For this to be equal to I, we must have I−2FE=II - 2FE = II−2FE=I, which implies 2FE=02FE = 02FE=0, or FE=0FE=0FE=0. This is not generally true. Thus, statement D is FALSE.

Evaluation of Option A: |FE| = |I - FE| |FGE|

We will use two properties of determinants for square matrices X and Y:

  1. ∣XY∣=∣X∣∣Y∣|XY| = |X||Y|∣XY∣=∣X∣∣Y∣
  2. Sylvester's determinant identity: ∣I−XY∣=∣I−YX∣|I - XY| = |I - YX|∣I−XY∣=∣I−YX∣

Applying the second identity with X=E and Y=F, we get: ∣I−EF∣=∣I−FE∣|I - EF| = |I - FE|∣I−EF∣=∣I−FE∣

From the given definition G=(I−EF)−1G = (I - EF)^{-1}G=(I−EF)−1, we can take the determinant of both sides: ∣G∣=∣(I−EF)−1∣=1∣I−EF∣|G| = |(I - EF)^{-1}| = \frac{1}{|I - EF|}∣G∣=∣(I−EF)−1∣=∣I−EF∣1​

Combining these results, we have: ∣I−FE∣=∣I−EF∣=1∣G∣|I - FE| = |I - EF| = \frac{1}{|G|}∣I−FE∣=∣I−EF∣=∣G∣1​

Now, let's substitute this into the right-hand side (RHS) of the statement in option A: RHS = ∣I−FE∣∣FGE∣|I - FE| |FGE|∣I−FE∣∣FGE∣ RHS = (1∣G∣)(∣F∣∣G∣∣E∣)(\frac{1}{|G|}) (|F||G||E|)(∣G∣1​)(∣F∣∣G∣∣E∣) Since determinants are scalars, their multiplication is commutative: RHS = 1∣G∣∣F∣∣E∣∣G∣=∣F∣∣E∣\frac{1}{|G|} |F||E||G| = |F||E|∣G∣1​∣F∣∣E∣∣G∣=∣F∣∣E∣

Now let's evaluate the left-hand side (LHS) of the statement: LHS = ∣FE∣=∣F∣∣E∣|FE| = |F||E|∣FE∣=∣F∣∣E∣

Since LHS = RHS, the statement is correct. Thus, statement A is TRUE.

Conclusion

The statements A, B, and C are TRUE, while statement D is FALSE.

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