Math Problem Statement

if P and Q are square and invertible matrices and Q=-P^(-1)QP, then (P+Q)²=

Solution

We are tasked with evaluating (P+Q)2(P+Q)^2 given that PP and QQ are square and invertible matrices, and Q=P1QPQ = -P^{-1}QP.

Step 1: Expand (P+Q)2(P+Q)^2

(P+Q)2=P2+PQ+QP+Q2(P+Q)^2 = P^2 + PQ + QP + Q^2

Step 2: Substitute the given condition Q=P1QPQ = -P^{-1}QP

Since Q=P1QPQ = -P^{-1}QP, substitute this into the equation to simplify terms involving QQ. First, note that this implies: QP=(P1QP)P=IQP=QPQP = (-P^{-1}QP)P = -I \cdot QP = -QP Thus: QP=QP    QP=0QP = -QP \implies QP = 0

Step 3: Analyze the term PQPQ

From Q=P1QPQ = -P^{-1}QP, we similarly have: P1QP=Q    P1(QP)=Q    PQ=0.P^{-1}QP = -Q \implies P^{-1}(QP) = -Q \implies PQ = 0.

Step 4: Simplify the expression for (P+Q)2(P+Q)^2

Now substitute the results into the expanded form: (P+Q)2=P2+PQ+QP+Q2.(P+Q)^2 = P^2 + PQ + QP + Q^2. Since PQ=0PQ = 0 and QP=0QP = 0, this reduces to: (P+Q)2=P2+Q2.(P+Q)^2 = P^2 + Q^2.

Final Answer:

(P+Q)2=P2+Q2(P+Q)^2 = P^2 + Q^2

Would you like further clarification or additional examples?

Here are 5 related questions to consider:

  1. How does the invertibility of matrices affect their properties in this problem?
  2. Can this relationship Q=P1QPQ = -P^{-1}QP be extended to non-invertible matrices?
  3. What would (PQ)2(P-Q)^2 evaluate to under the same conditions?
  4. How does the commutative property affect operations on square matrices?
  5. Can this result be generalized for other forms of matrix relationships?

Tip: Always verify matrix assumptions, such as invertibility, as they critically affect the solution.

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Matrix Multiplication
Invertible Matrices

Formulas

(P + Q)^2 = P^2 + PQ + QP + Q^2

Theorems

Properties of Invertible Matrices
Matrix Multiplication Properties

Suitable Grade Level

Undergraduate (Linear Algebra)