Matrix Multiplication – Complete Method for Grade 12 Students
Matrix multiplication is an important concept in Class 12 Mathematics. It is used in solving systems of equations, transformations, and many real-life applications. This guide explains the complete step-by-step method of multiplying matrices with clear examples.
1. Condition for Matrix Multiplication
Two matrices can be multiplied only when:
Number of columns of first matrix = Number of rows of second matrix
If matrix $A$ is of order $m \times n$ and matrix $B$ is of order $n \times p$, then product matrix $AB$ will be of order $m \times p$.
Example: $A_{2 \times 2} \times B_{2 \times 2}$ is possible $A_{2 \times 3} \times B_{3 \times 2}$ is possible $A_{2 \times 2} \times B_{3 \times 2}$ is not possible
2 × 2 Matrix Multiplication
Method
Step 1: Take first row of first matrix.
Step 2: Take first column of second matrix.
Step 3: Multiply corresponding elements.
Step 4: Add the products.
Step 5: Write the result in first position.
Step 6: Repeat for all rows and columns.
Example 1
Multiply the matrices:
$A = \begin{bmatrix} 1 & 2 \\ 3 & 4 \end{bmatrix}$ and $B = \begin{bmatrix} 5 & 6 \\ 7 & 8 \end{bmatrix}$
Solution
First row of A × First column of B
$(1 \times 5) + (2 \times 7) = 5 + 14 = 19$
First row of A × Second column of B
$(1 \times 6) + (2 \times 8) = 6 + 16 = 22$
Second row of A × First column of B
$(3 \times 5) + (4 \times 7) = 15 + 28 = 43$
Second row of A × Second column of B
$(3 \times 6) + (4 \times 8) = 18 + 32 = 50$
Final Answer:
$AB = \begin{bmatrix} 19 & 22 \\ 43 & 50 \end{bmatrix}$
Example 2
Multiply:
$A = \begin{bmatrix} 2 & 0 \\ 1 & 3 \end{bmatrix}$ $B = \begin{bmatrix} 4 & 5 \\ 6 & 7 \end{bmatrix}$
Solution
$(2 \times 4) + (0 \times 6) = 8$
$(2 \times 5) + (0 \times 7) = 10$
$(1 \times 4) + (3 \times 6) = 4 + 18 = 22$
$(1 \times 5) + (3 \times 7) = 5 + 21 = 26$
Final matrix:
$AB = \begin{bmatrix} 8 & 10 \\ 22 & 26 \end{bmatrix}$
3 × 3 Matrix Multiplication
Method
Step 1: Multiply row of first matrix with column of second matrix.
Step 2: Multiply corresponding elements.
Step 3: Add all products.
Step 4: Write result in position.
Step 5: Continue for all rows and columns.
Example 3
Multiply:
$A = \begin{bmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{bmatrix}$
$B = \begin{bmatrix} 1 & 0 & 2 \\ 0 & 1 & 2 \\ 1 & 1 & 0 \end{bmatrix}$
Solution
First row × First column
$(1×1)+(2×0)+(3×1) = 1 + 0 + 3 = 4$
First row × Second column
$(1×0)+(2×1)+(3×1) = 0 + 2 + 3 = 5$
First row × Third column
$(1×2)+(2×2)+(3×0) = 2 + 4 = 6$
Second row × First column
$(4×1)+(5×0)+(6×1) = 4 + 6 = 10$
Second row × Second column
$(4×0)+(5×1)+(6×1) = 5 + 6 = 11$
Second row × Third column
$(4×2)+(5×2)+(6×0) = 8 + 10 = 18$
Third row × First column
$(7×1)+(8×0)+(9×1) = 7 + 9 = 16$
Third row × Second column
$(7×0)+(8×1)+(9×1) = 8 + 9 = 17$
Third row × Third column
$(7×2)+(8×2)+(9×0) = 14 + 16 = 30$
Final Matrix:
$AB = \begin{bmatrix} 4 & 5 & 6 \\ 10 & 11 & 18 \\ 16 & 17 & 30 \end{bmatrix}$
Example 4
Multiply:
$A = \begin{bmatrix} 2 & 1 & 0 \\ 3 & 2 & 1 \\ 1 & 0 & 2 \end{bmatrix}$
$B = \begin{bmatrix} 1 & 2 & 3 \\ 0 & 1 & 4 \\ 5 & 6 & 0 \end{bmatrix}$
Solution
First row × First column
$(2×1)+(1×0)+(0×5) = 2$
First row × Second column
$(2×2)+(1×1)+(0×6) = 4 + 1 = 5$
First row × Third column
$(2×3)+(1×4)+(0×0) = 6 + 4 = 10$
Second row × First column
$(3×1)+(2×0)+(1×5) = 3 + 5 = 8$
Second row × Second column
$(3×2)+(2×1)+(1×6) = 6 + 2 + 6 = 14$
Second row × Third column
$(3×3)+(2×4)+(1×0) = 9 + 8 = 17$
Third row × First column
$(1×1)+(0×0)+(2×5) = 1 + 10 = 11$
Third row × Second column
$(1×2)+(0×1)+(2×6) = 2 + 12 = 14$
Third row × Third column
$(1×3)+(0×4)+(2×0) = 3$
Final Matrix:
$AB = \begin{bmatrix} 2 & 5 & 10 \\ 8 & 14 & 17 \\ 11 & 14 & 3 \end{bmatrix}$
Important Points for Students
1. Matrix multiplication is not commutative, that is $AB \ne BA$.
2. Always check order before multiplication.
3. Multiply row by column only.
4. Add all products carefully.
5. Practice more to improve speed.
Conclusion
Matrix multiplication becomes easy when students follow the row by column rule carefully. Regular practice of 2×2 and 3×3 matrices helps in mastering this concept for board exams and competitive exams.
Frequently Asked Questions (FAQs)
how to do multiplication of matrix 3×3 in simple steps?
how to do multiplication of matrix 3×3 becomes easy when rows and columns are matched carefully. Moreover, students should follow clear alignment rules. Therefore, regular practice on www.mathstudy.in helps improve understanding and accuracy in matrix operations.
What is the difference between how to do multiplication of matrix and multiplication of 3×3 matrix?
how to do multiplication of matrix explains the general concept of matrix operations. However, multiplication of 3×3 matrix focuses on three rows and three columns specifically. Consequently, students understand dimension compatibility and product rules clearly while practicing structured problems regularly.
Is multiplication of 2×2 matrix easier than method of matrix multiplication?
multiplication of 2×2 matrix is generally easier because fewer calculations are involved. Moreover, the method of matrix multiplication follows systematic row and column multiplication rules. Therefore, beginners start with smaller matrices before moving to advanced dimensional matrices confidently.
Where can students learn How to do multiplication of matrix step by step and How to do multiplication of matrix 4×4?
How to do multiplication of matrix step by step is explained with solved examples on educational platforms. Additionally, How to do multiplication of matrix 4×4 requires careful calculation and patience. Students can explore free learning materials on Udgam Welfare Foundation for better conceptual clarity.
How is Multiplication of matrix 2×2 related to Multiplication of matrix 3×3 and 3×1?
Multiplication of matrix 2×2 builds the foundation of matrix operations. Moreover, Multiplication of matrix 3×3 and 3×1 introduces column vector multiplication concepts. Consequently, students develop strong calculation speed and logical understanding through regular structured problem solving practice.
What is the best way to learn How to solve matrix 3×3 for exams?
How to solve matrix 3×3 requires understanding determinant basics and multiplication rules. Therefore, solving practice worksheets regularly improves speed. Moreover, students preparing for board exams can purchase HOTS material from MathStudy HOTS Mathematics Class 12 for advanced preparation.
Are Multiplication of matrix questions and answers useful for board exam preparation?
Multiplication of matrix questions and answers provide structured exam-level practice. Moreover, they help students understand common mistakes and improve accuracy. Therefore, practicing solved and unsolved questions from trusted educational websites strengthens confidence before final examinations significantly.
Where can I download Matrix multiplication formula pdf for quick revision?
Matrix multiplication formula pdf helps students revise important rules quickly before exams. Moreover, downloadable notes provide structured learning support. Therefore, accessing free educational resources from MathStudy and Udgam Welfare Foundation improves preparation efficiency and conceptual clarity.
