Matrix Multiplication: Is A Solution Possible?

In summary, the conversation is about determining if there exists a linear transformation $T$ such that $T(0,1,4)=(1,2,3,4)$. The approach is to define a linear transformation $T:\mathbb{R}^3\rightarrow \mathbb{R}^4$ and find the matrix representation of $T$ with respect to the standard bases.
  • #1
Yankel
395
0
Hello

I have a question, I need to tell if there exist A such as:

[tex]A\cdot \begin{pmatrix} 0\\ 1\\ 4 \end{pmatrix} =\begin{pmatrix} 1\\ 2\\ 3\\ 4 \end{pmatrix}[/tex]

how do you approach this kind of questions ?

thanks !
 
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  • #2
You already know what size $A$ must be. What would that be?
 
  • #3
Yankel said:
Hello

I have a question, I need to tell if there exist A such as:

[tex]A\cdot \begin{pmatrix} 0\\ 1\\ 4 \end{pmatrix} =\begin{pmatrix} 1\\ 2\\ 3\\ 4 \end{pmatrix}[/tex]

how do you approach this kind of questions ?

thanks !
Define a linear transformation $T:\mathbb{R}^3\rightarrow \mathbb{R}^4$ as $T(1,0,0)=(0,0,0,0), T(0,1,0)=(1,2,3,4), T(0,0,1)=(0,0,0,0)$. Find the matrix of $T$ with respect to the standard bases. That is one possible matrix for $A$.
 

1. What is matrix multiplication?

Matrix multiplication is a mathematical operation that involves multiplying two matrices together to produce a third matrix.

2. How is matrix multiplication different from regular multiplication?

Matrix multiplication is different from regular multiplication in that it involves multiplying individual elements of two matrices to generate a new matrix, whereas regular multiplication involves multiplying two numbers together to produce a single number.

3. Is a solution always possible for matrix multiplication?

No, a solution is not always possible for matrix multiplication. In order for matrix multiplication to be possible, the number of columns in the first matrix must be equal to the number of rows in the second matrix.

4. How do you calculate the solution for matrix multiplication?

The solution for matrix multiplication is calculated by multiplying the elements in each row of the first matrix by the corresponding elements in each column of the second matrix, and then adding the products together to get the value of each element in the resulting matrix.

5. What are some real-world applications of matrix multiplication?

Matrix multiplication is used in many fields, including computer graphics, engineering, and economics. It is also used in machine learning and data analysis to perform operations on large datasets.

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