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Matrices & Determinants
Matrices and Determinants
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Question

Let PP and QQ be 3×33 \times 3 matrices PQ.P \ne Q. If P3=Q3{P^3} = {Q^3} and P2Q=Q2P{P^2}Q = {Q^2}P then determinant of (P2+Q2)\left( {{P^2} + {Q^2}} \right) is equal to :

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Solution

Key Concept: Properties of Matrix Multiplication and Determinants

This problem hinges on a crucial property of matrix algebra: If the product of two matrices, AA and BB, is the zero matrix (i.e., AB=0AB = 0), and if BB itself is a non-zero matrix, then matrix AA must be a singular (non-invertible) matrix. A singular matrix, by definition, has a determinant of zero. This is a common point of distinction between scalar and matrix algebra, where for scalars ab=0ab=0 and b0b \ne 0 implies a=0a=0. For matrices, AA doesn't necessarily have to be the zero matrix, but it must be non-invertible.

Given Information

We are given two 3×33 \times 3 matrices, PP and QQ, with the following conditions:

  1. PQP \ne Q (This implies that the matrix (PQ)(P-Q) is not the zero matrix).
  2. P3=Q3P^3 = Q^3 --- (Equation 1)
  3. P2Q=Q2PP^2Q = Q^2P --- (Equation 2)

Our goal is to find the determinant of the matrix (P2+Q2)(P^2 + Q^2).

Step-by-Step Solution

Step 1: Manipulating the Given Equations

The first step is to combine the given equations in a way that allows for factorization. Notice that both equations involve powers of PP and QQ. Subtracting Equation (2) from Equation (1) is a strategic move because it creates terms that can be grouped and factored.

Subtract Equation (2) from Equation (1): P3P2Q=Q3Q2PP^3 - P^2Q = Q^3 - Q^2P

Now, we want to bring all terms to one side to facilitate factorization. Moving all terms to the left-hand side gives: P3P2QQ3+Q2P=0P^3 - P^2Q - Q^3 + Q^2P = 0 (Note: '0' here represents the 3×33 \times 3 zero matrix, as PP and QQ are 3×33 \times 3 matrices.)

Step 2: Factorization

Next, we group terms to identify common factors. We aim to factor out (PQ)(P-Q) from the expression. Let's group the terms: (P3P2Q)+(Q2PQ3)=0(P^3 - P^2Q) + (Q^2P - Q^3) = 0

Now, we can factor out P2P^2 from the first group and Q2Q^2 from the second group. Remember that matrix multiplication is not commutative in general, so the order of factors matters. From the first group, P3P2Q=P2(PQ)P^3 - P^2Q = P^2(P - Q). Here, P2P^2 is a common left factor. From the second group, Q2PQ3=Q2(PQ)Q^2P - Q^3 = Q^2(P - Q). Here, Q2Q^2 is also a common left factor.

Substituting these back into the equation: P2(PQ)+Q2(PQ)=0P^2(P - Q) + Q^2(P - Q) = 0

Now, observe that (PQ)(P-Q) is a common right factor in both terms. Using the distributive property for matrices, we can factor out (PQ)(P-Q): (P2+Q2)(PQ)=0(P^2 + Q^2)(P - Q) = 0

This is a critical intermediate result. Let's call A=(P2+Q2)A = (P^2 + Q^2) and B=(PQ)B = (P - Q). So we have AB=0AB = 0.

Step 3: Utilizing the Condition PQP \ne Q

We have the matrix equation (P2+Q2)(PQ)=0(P^2 + Q^2)(P - Q) = 0. We are given that PQP \ne Q. This condition is crucial, as it means the matrix (PQ)(P - Q) is not the zero matrix. In other words, B0B \ne 0.

Now we apply the key concept discussed at the beginning: If AA and BB are matrices such that AB=0AB = 0 and B0B \ne 0, then AA must be a singular (non-invertible) matrix.

Let's prove this briefly: Assume, for the sake of contradiction, that AA

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