Matrix multiplication question

In summary, matrix multiplication is a mathematical operation used to combine or transform data by multiplying two matrices to produce a third matrix. It requires the number of columns in the first matrix to be equal to the number of rows in the second matrix. This process involves multiplying each element in a row of the first matrix by each element in a column of the second matrix and then adding the products together. This differs from scalar multiplication, which involves multiplying a matrix by a single number and results in a scaled version of the original matrix. Matrix multiplication is important in various fields and has applications in solving equations, performing transformations, and analyzing data. However, matrices of any size cannot be multiplied and must adhere to the rule of column and row equivalence.
  • #1
tomcenjerrym
37
0
What is [tex]\left(\begin{array}{ccc}1&1&2\\0&2&1\\1&0&3\end{array}\right)\left(\begin{array}{cc}1&1\\3&3\end{array}\right)?[/tex]
I'm so confuse because the first matrix is 3 columns matrix and the second matrix is 2 rows matrix. Thank you
 
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  • #2
The product of a 3x3 matrix and a 2x2 matrix is undefined. The number of columns in the first matrix must equal the number of rows in the second matrix.
 
  • #3


Hi there, thank you for your question. Matrix multiplication can seem confusing at first, but it follows a specific set of rules that can help us solve this problem.

To multiply two matrices, the number of columns in the first matrix must match the number of rows in the second matrix. In this case, the first matrix has 3 columns and the second matrix has 2 rows, so we can proceed with the multiplication.

To solve this, we will need to use the row-column method. This means that we will multiply each element in the first row of the first matrix by each element in the first column of the second matrix, and then add those products together. This will give us the first element in the first row of the resulting matrix.

For the first element, we have 1*1 + 1*3 + 2*0 = 4. This means that the first element in the first row of the resulting matrix will be 4.

We can repeat this process for the remaining elements in the first row and the first column, giving us:

- First row, second column: 1*1 + 1*3 + 2*3 = 10
- Second row, first column: 0*1 + 2*3 + 1*0 = 6
- Second row, second column: 0*1 + 2*3 + 1*3 = 9
- Third row, first column: 1*1 + 0*3 + 3*0 = 1
- Third row, second column: 1*1 + 0*3 + 3*3 = 10

Putting these values into a matrix, we get:

\left(\begin{array}{cc}4&10\\6&9\\1&10\end{array}\right)

I hope this helps clarify the process of matrix multiplication for you. Keep practicing and you'll become more comfortable with it!
 

1. What is matrix multiplication?

Matrix multiplication is a mathematical operation that involves multiplying two matrices to produce a third matrix. It is used to combine two sets of data or to transform one set of data into another.

2. How do you perform matrix multiplication?

To perform matrix multiplication, the number of columns in the first matrix must be equal to the number of rows in the second matrix. Then, multiply each element in the first row of the first matrix by each element in the first column of the second matrix. Repeat this process for each row and column, and then add the products together to get the corresponding element in the resulting matrix.

3. What is the difference between matrix multiplication and scalar multiplication?

Matrix multiplication involves multiplying two matrices, while scalar multiplication involves multiplying a matrix by a single number. Matrix multiplication results in a new matrix, while scalar multiplication simply scales the elements of the original matrix.

4. Why is matrix multiplication important?

Matrix multiplication is important in various fields such as mathematics, physics, engineering, and computer science. It is used to solve systems of linear equations, perform transformations in geometry, and analyze data in statistics. Additionally, it is a fundamental operation in programming and is used in many algorithms and applications.

5. Can matrices of any size be multiplied?

No, matrices can only be multiplied if the number of columns in the first matrix is equal to the number of rows in the second matrix. For example, a 3x4 matrix can be multiplied by a 4x2 matrix, but not by a 2x3 matrix.

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