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MULTIPLICATION OF MATRICES

Multiplication Of Matrices

Definition Of Multiplication Of Matrices

Multiplication of a matrix A = [aij] of order m × n with matrix B = [bij] of n × p is a matrix of order m × p given as C = [cij], where cij = ai 1 . b 1j + ai 2 . b 2j + ai 3 . b 3j + ...+ ain . bnj.

More About Multiplication of Matrices

Matrix multiplication is not commutative.
For any matrices A, B, and C for which the matrix product is defined, and any scalar m, the following properties are true.
Associative Property of matrix multiplication (AB) C = A (BC)
Associative Property of Scalar multiplication m (AB) = (mA) B
Left Distributive Property C (A + B) = CA + CB
Right Distributive Property (A + B) C = AC + BC 

Matrix multiplication is possible if and only if the number of columns in the first matrix is equal to the number of rows in the second matrix. Examples of   Multiplication of Matrices

Video Examples: Multiplying Matrices - Example 1

Examples of Multiplication of Matrices

P = Examples of   Multiplication of Matrices and Q = Examples of   Multiplication of Matrices
As the dimensions of P is 2 × 3 and the dimensions of Q is 3 × 2, the product of P and Q should result in a matrix of dimensions 2 × 2.
PQ = Examples of   Multiplication of Matrices Examples of   Multiplication of Matrices
Examples of   Multiplication of Matrices
Examples of   Multiplication of Matrices
Examples of   Multiplication of Matrices

Solved Example on Multiplication of Matrices

Ques: If P = Examples of   Multiplication of Matrices and Q = Examples of   Multiplication of Matrices, then find QP.

Choices:

A. Examples of   Multiplication of Matrices
B. Examples of   Multiplication of Matrices
C. Examples of   Multiplication of Matrices
D. Examples of   Multiplication of Matrices
Correct Answer = B

Solution:

Step 1: QP =Examples of   Multiplication of Matrices Examples of   Multiplication of Matrices = Examples of   Multiplication of Matrices
Step 2: QP = Examples of   Multiplication of Matrices

Quick Summary

  • Matrix multiplication is not commutative (AB ≠ BA).
  • Matrix multiplication is associative: (AB)C = A(BC).
  • Multiplication is only possible if the number of columns in the first matrix equals the number of rows in the second matrix.
\[ C = AB, where c_{ij} = \sum_{k=1}^{n} a_{ik}b_{kj} \]

🍎 Teacher Insights

Emphasize the row-by-column approach and the importance of dimensional compatibility. Use visual aids to demonstrate the process.

🎓 Prerequisites

  • Basic Algebra
  • Matrix Representation
  • Understanding of Rows and Columns

Check Your Knowledge

Q1: If A is a 2x3 matrix and B is a 3x2 matrix, what are the dimensions of AB?

Q2: Which property is NOT always true for matrices A and B?

Frequently Asked Questions

Q: When is matrix multiplication possible?
A: Matrix multiplication is possible only if the number of columns in the first matrix is equal to the number of rows in the second matrix.

Q: Is matrix multiplication commutative?
A: No, matrix multiplication is generally not commutative. In most cases, AB ≠ BA.

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