MHB Find components of map with respect to basis

Click For Summary
The discussion revolves around determining the values of \(x_1\) and \(x_2\) from a linear map \(f: \mathbb{R}^3 \to \mathbb{R}^2\) given a specific basis transformation matrix \(c\) and the coordinates of a vector \(v\) in a different basis. Participants explore the meaning of the matrix \(cf_s\) and its relation to the transformation of coordinates between bases. They analyze how to compute \(c(f(v))\) and establish relationships between the transformed coordinates and the original linear map. Ultimately, they seek to clarify the notation and ensure the dimensions of the matrices align for accurate computation. The conversation highlights the complexities of linear transformations and basis changes in vector spaces.
evinda
Gold Member
MHB
Messages
3,741
Reaction score
0
Hello! (Wave)

Let linear map $f: \mathbb{R}^3 \to \mathbb{R}^2$, $B$ basis (unknown) of $\mathbb{R}^3$ and $c=[(1,2),(3,4)]$ basis of $\mathbb{R}^2$. We are given the information that $cf_s=\begin{pmatrix}
1 & 0 & 1\\
2 & 1 & 0
\end{pmatrix}$. Let $v \in \mathbb{R}^3$, of which the coordinates as for $B$ are $(1,1,1)$. If $f(v)=(x_1, x_2)$, what does $x_2-x_1$ equal to?

I haven't really understood how we can find $x_1$ and $x_2$. Could you give me a hint? (Thinking)
 
Physics news on Phys.org
evinda said:
Hello! (Wave)

Let linear map $f: \mathbb{R}^3 \to \mathbb{R}^2$, $B$ basis (unknown) of $\mathbb{R}^3$ and $c=[(1,2),(3,4)]$ basis of $\mathbb{R}^2$. We are given the information that $cf_s=\begin{pmatrix}
1 & 0 & 1\\
2 & 1 & 0
\end{pmatrix}$. Let $v \in \mathbb{R}^3$, of which the coordinates as for $B$ are $(1,1,1)$. If $f(v)=(x_1, x_2)$, what does $x_2-x_1$ equal to?

I haven't really understood how we can find $x_1$ and $x_2$. Could you give me a hint? (Thinking)

Hey evinda!

What does $cf_s$ represent? (Wondering)
 
I like Serena said:
Hey evinda!

What does $cf_s$ represent? (Wondering)

It isn't stated... (Speechless) Is it maybe the matrix with which we change the basis? (Thinking)
 
evinda said:
It isn't stated... (Speechless) Is it maybe the matrix with which we change the basis? (Thinking)

With a different notation we have:
\begin{tikzpicture}
%preamble \usepackage{amsfonts}
\usetikzlibrary{cd}
\node {
\begin{tikzcd}[sep=8em,font=\Large]
\mathbb{R}^3 \arrow{r}{f_{E\to E}} & \mathbb{R}^2 \\
\mathbb{R}^3 \arrow{r}{f_{B\to C}}
\arrow{u}{(\mathbf b_1 \mathbf b_2 \mathbf b_3)}
\arrow{ur}[swap]{c\circ f_{B\to C}}{f_{B\to E}}
& \mathbb{R}^2 \arrow{u}[swap]{c=(\mathbf c_1 \mathbf c_2 )}
\end{tikzcd}
};
\end{tikzpicture}

I'm assuming that $f$ is $f_{B\to C}$. Is it? (Wondering)

Can it be that $cf_s$ is $c\circ f_{B\to C}$? Or is it one of the other arrows with $f$?
If so, can we find $(x_1,x_2)$ then? (Wondering)
 
I like Serena said:
With a different notation we have:
\begin{tikzpicture}
%preamble \usepackage{amsfonts}
\usetikzlibrary{cd}
\node {
\begin{tikzcd}[sep=8em,font=\Large]
\mathbb{R}^3 \arrow{r}{f_{E\to E}} & \mathbb{R}^2 \\
\mathbb{R}^3 \arrow{r}{f_{B\to C}}
\arrow{u}{(\mathbf b_1 \mathbf b_2 \mathbf b_3)}
\arrow{ur}[swap]{c\circ f_{B\to C}}{f_{B\to E}}
& \mathbb{R}^2 \arrow{u}[swap]{c=(\mathbf c_1 \mathbf c_2 )}
\end{tikzcd}
};
\end{tikzpicture}

I'm assuming that $f$ is $f_{B\to C}$. Is it? (Wondering)

Can it be that $cf_s$ is $c\circ f_{B\to C}$? Or is it one of the other arrows with $f$?
If so, can we find $(x_1,x_2)$ then? (Wondering)

If we assume that it is like that, how do we compute $c\circ f_{B\to C}$ ? Do we multiply $C$ by $f(v)=(x_1, x_2)$ ? Or how else do we do it? (Thinking)
 
evinda said:
If we assume that it is like that, how do we compute $c\circ f_{B\to C}$ ? Do we multiply $C$ by $f(v)=(x_1, x_2)$ ? Or how else do we do it? (Thinking)

If we have:
$$(c\circ f_{B\to C})(v) =\begin{pmatrix}
1 & 0 & 1\\
2 & 1 & 0
\end{pmatrix} \begin{pmatrix}1 \\ 1 \\ 1 \end{pmatrix}$$
and we have that this must be equal to:
$$c\begin{pmatrix}x_1 \\ x_2\end{pmatrix} = \begin{pmatrix} 1 & 3\\2&4\end{pmatrix}\begin{pmatrix}x_1 \\ x_2\end{pmatrix}$$
Can we solve it then? (Wondering)
 
I like Serena said:
If we have:
$$(c\circ f_{B\to C})(v) =\begin{pmatrix}
1 & 0 & 1\\
2 & 1 & 0
\end{pmatrix} \begin{pmatrix}1 \\ 1 \\ 1 \end{pmatrix}$$
and we have that this must be equal to:
$$c\begin{pmatrix}x_1 \\ x_2\end{pmatrix} = \begin{pmatrix} 1 & 3\\2&4\end{pmatrix}\begin{pmatrix}x_1 \\ x_2\end{pmatrix}$$
Can we solve it then? (Wondering)

We would get that $x_1=x_2=\frac{1}{2}$.

But could you explain to me how we get this equality? (Worried)
 
evinda said:
We would get that $x_1=x_2=\frac{1}{2}$.

But could you explain to me how we get this equality? (Worried)

We assume that:
  • $f=f_{B\to C}$
  • $cf_s=c\circ f_{B\to C}$
  • $v=(1,1,1)$ with respect to the basis B
  • $f(v)=(x_1,x_2)$, where $(x_1,x_2)$ is with respect to the basis C.
  • $c$ is the coordinate transformation from C to standard coordinates E. It is given by: $c=(\mathbf c_1 \quad \mathbf c_2)$.

Then we have that;
$$(c\circ f)(v)=c(f(v))=c(x_1,x_2)$$
don't we? (Wondering)
 
I like Serena said:
We assume that:
  • $f=f_{B\to C}$
  • $cf_s=c\circ f_{B\to C}$
  • $v=(1,1,1)$ with respect to the basis B
  • $f(v)=(x_1,x_2)$, where $(x_1,x_2)$ is with respect to the basis C.
  • $c$ is the coordinate transformation from C to standard coordinates E. It is given by: $c=(\mathbf c_1 \quad \mathbf c_2)$.

Then we have that;
$$(c\circ f)(v)=c(f(v))=c(x_1,x_2)$$
don't we? (Wondering)

Yes, I got it so far... (Nod)
 
  • #10
evinda said:
Yes, I got it so far... (Nod)

Okay... what is left? (Wondering)
 
  • #11
I understand. Using the same logic, I tried to solve the following.

Let linear map $f: \mathbb{R}^2 \to \mathbb{R}^3$, $B$ basis (unknown) of $\mathbb{R}^2$ and $C=\{ (3,-1,1), (-1,0,2), (-1,1,0)\}$ basis of $\mathbb{R}^3$. We are given that $cf_B=\begin{pmatrix}
-1 & -1\\
1 & -2\\
0 & 1
\end{pmatrix}$. Let $v \in \mathbb{R}^2$, the coordinates of which as for $B$ are $(2,-1)$. If $f(v)=(x_1,x_2,x_3)$, then to what is $3x_1+2x_2+x_3$ equal to?

I have thought the following:

$cf_B(v)=\begin{pmatrix}
-1 & -1\\
1 & -2\\
0 & 1
\end{pmatrix}\begin{pmatrix}
2\\
-1
\end{pmatrix}=\begin{pmatrix}
-1\\
4\\
-1
\end{pmatrix}$

and this should be equal to

$c\begin{pmatrix}
x_1\\
x_2\\
x_3
\end{pmatrix}=\begin{pmatrix}
3x_1-x_2-x_3\\
-x_1+x_3\\
x_1+2x_2
\end{pmatrix}$.

Thus $x_1=1, x_2=-1, x_3=5$ and $3x_1+2x_2+x_3=6$.

But this isn't a possible answer. Am I doing something wrong? (Thinking)
 
  • #12
evinda said:
I understand. Using the same logic, I tried to solve the following.

Let linear map $f: \mathbb{R}^2 \to \mathbb{R}^3$, $B$ basis (unknown) of $\mathbb{R}^2$ and $C=\{ (3,-1,1), (-1,0,2), (-1,1,0)\}$ basis of $\mathbb{R}^3$. We are given that $cf_B=\begin{pmatrix}
-1 & -1\\
1 & -2\\
0 & 1
\end{pmatrix}$. Let $v \in \mathbb{R}^2$, the coordinates of which as for $B$ are $(2,-1)$. If $f(v)=(x_1,x_2,x_3)$, then to what is $3x_1+2x_2+x_3$ equal to?

I have thought the following:

$cf_B(v)=\begin{pmatrix}
-1 & -1\\
1 & -2\\
0 & 1
\end{pmatrix}\begin{pmatrix}
2\\
-1
\end{pmatrix}=\begin{pmatrix}
-1\\
4\\
-1
\end{pmatrix}$

and this should be equal to

$c\begin{pmatrix}
x_1\\
x_2\\
x_3
\end{pmatrix}=\begin{pmatrix}
3x_1-x_2-x_3\\
-x_1+x_3\\
x_1+2x_2
\end{pmatrix}$.

Thus $x_1=1, x_2=-1, x_3=5$ and $3x_1+2x_2+x_3=6$.

But this isn't a possible answer. Am I doing something wrong?

I don't see anything wrong.
However, we didn't properly establish what $cf_B$ and $f$ are exactly.
Can it be that it should be written as ${}^Cf_{B}$? Or perhaps ${}_Cf_{B}$?
If I'm not mistaken those are notations that are sometimes used to indicate $f_{B\to C}$.
And perhaps $f$ is then intended to represent $f_{B\to E}$ in this case.

If so then we have:
$$c(f_{B\to C}(v)) = f_{B\to E}(v) = (x_1,x_2,x_3)$$

Would that result in one of the possible answers?
What are the possible answers? (Wondering)
 
  • #13
I like Serena said:
I don't see anything wrong.
However, we didn't properly establish what $cf_B$ and $f$ are exactly.
Can it be that it should be written as ${}^Cf_{B}$? Or perhaps ${}_Cf_{B}$?
If I'm not mistaken those are notations that are sometimes used to indicate $f_{B\to C}$.
And perhaps $f$ is then intended to represent $f_{B\to E}$ in this case.

If so then we have:
$$c(f_{B\to C}(v)) = f_{B\to E}(v) = (x_1,x_2,x_3)$$

Would that result in one of the possible answers?
What are the possible answers? (Wondering)

The possible answers are $45$, $-15$, $35$, $10$, $-11$, $-10$... (Thinking)
 
  • #14
evinda said:
The possible answers are $45$, $-15$, $35$, $10$, $-11$, $-10$... (Thinking)

Since all the answers are numbers and do not contain unknown symbols, I actually see no other possible interpretation.
And indeed, with my latest interpretation I get $-11$. (Thinking)
 
  • #15
I like Serena said:
Since all the answers are numbers and do not contain unknown symbols, I actually see no other possible interpretation.
And indeed, with my latest interpretation I get $-11$. (Thinking)

You mean that we have $cf_B(v)=(x_1,x_2,x_3)$ ? (Thinking)
I tried this, but the dimensions do not agree... (Worried)
 
  • #16
evinda said:
You mean that we have $cf_B(v)=(x_1,x_2,x_3)$ ? (Thinking)
I tried this, but the dimensions do not agree... (Worried)

I meant:
$$c({}^Cf_B(v))=f(v)=(x_1,x_2,x_3) \quad\Rightarrow\quad
\begin{bmatrix}3&-1&-1\\-1&0&1\\1&2&0\end{bmatrix}
\begin{bmatrix}-1&-1\\1&-2\\0&1\end{bmatrix}
\begin{bmatrix}2\\-1\end{bmatrix}
=\begin{bmatrix}x_1\\x_2\\x_3\end{bmatrix}
$$
Those dimensions agree don't they? (Wondering)

The corresponding diagram is:
\begin{tikzpicture}
%preamble \usepackage{amsfonts}
\usetikzlibrary{cd}
\node {
\begin{tikzcd}[sep=8em,font=\Large]
\mathbb{R}^2 & \mathbb{R}^3 \\
B:\mathbb{R}^2 \arrow{r}{{}^Cf_{B}}
\arrow{u}{(\mathbf b_1 \mathbf b_2)}
\arrow{ur}{f=c\ \circ\ {}^Cf_B}
& C:\mathbb{R}^3 \arrow{u}[swap]{c=(\mathbf c_1 \mathbf c_2 \mathbf c_3)}
\end{tikzcd}
};
\end{tikzpicture}
 

Similar threads

  • · Replies 52 ·
2
Replies
52
Views
4K
  • · Replies 34 ·
2
Replies
34
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 0 ·
Replies
0
Views
802
  • · Replies 21 ·
Replies
21
Views
1K
  • · Replies 17 ·
Replies
17
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 19 ·
Replies
19
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 17 ·
Replies
17
Views
2K