Proving disjoint of Kernel and Image of a linear mapping

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SUMMARY

The discussion focuses on proving that the intersection of the kernel and image of a linear mapping \( F: W \rightarrow W \) is trivial, specifically \( Ker(F) \cap Im(F) = \{0\} \), under the condition that \( F^4 = F \). The proof involves showing that if \( x \) belongs to both the kernel and image, then it must equal zero. A key step clarified is that for any linear transformation \( F \), \( F(0) = 0 \), which is essential in concluding that \( F^2(0) = 0 \).

PREREQUISITES
  • Understanding of linear transformations and their properties
  • Familiarity with kernel and image of a linear mapping
  • Knowledge of the concept of idempotent mappings, specifically \( F^4 = F \)
  • Basic proof techniques in linear algebra
NEXT STEPS
  • Study the properties of linear transformations in detail
  • Learn about the implications of idempotent operators in linear algebra
  • Explore the relationship between kernel and image in vector spaces
  • Investigate additional examples of linear mappings and their proofs
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to enhance their understanding of linear mappings and their properties.

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I am working on a problem that goes like this:

Show that $Ker (F) \cap I am (F) = \{0\}$ if $F: W \rightarrow W$ is linear and if $F^4 = F.$

I have the solution but there is one step which I need help: (the delineation is mine)

(1) Suppose that there exists $x$, such that $x \in Ker(F) \cap Im(F)$
(2) From $x \in Ker(F)$, we have $F(x) = 0$, by definition of kernel of a mapping
(3) From $x \in Im(F)$, there exists $w \in W$, such that $F(w) = x$
(4) Then we have
$$\begin{align}
F^4(w) &= F^3(F(w))\\
&= F^3(x)\\
&= F^2(F(x))\\
&= F^2(0)\\
&= 0.
\end{align}$$
(5) Since we have $F^4(w) = 0, F^4(w) = F(w)$, and $F(w) = x$, we conclude that $x = 0$. Hence $Ker(F) \cap Im(F) = \{0\}$, as desired.

Here is the one step I did not understand: In the last line of step (4), why is that $F^2(0) = 0$? Any help would be very much appreciated. Thank you for your time in advance.
 
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Tarrant said:
I am working on a problem that goes like this:

Show that $Ker (F) \cap I am (F) = \{0\}$ if $F: W \rightarrow W$ is linear and if $F^4 = F.$

I have the solution but there is one step which I need help: (the delineation is mine)

(1) Suppose that there exists $x$, such that $x \in Ker(F) \cap Im(F)$
(2) From $x \in Ker(F)$, we have $F(x) = 0$, by definition of kernel of a mapping
(3) From $x \in Im(F)$, there exists $w \in W$, such that $F(w) = x$
(4) Then we have
$$\begin{align}
F^4(w) &= F^3(F(w))\\
&= F^3(x)\\
&= F^2(F(x))\\
&= F^2(0)\\
&= 0.
\end{align}$$
(5) Since we have $F^4(w) = 0, F^4(w) = F(w)$, and $F(w) = x$, we conclude that $x = 0$. Hence $Ker(F) \cap Im(F) = \{0\}$, as desired.

Here is the one step I did not understand: In the last line of step (4), why is that $F^2(0) = 0$? Any help would be very much appreciated. Thank you for your time in advance.

Hey Tarrant!

For a linear transformation $F$, we have that $F(\mathbf 0)=\mathbf 0$.
Proof
Suppose $F(\mathbf 0)\ne \mathbf 0$, then for any $\mathbf u$ we have that $F(\mathbf 0) = F(0\cdot \mathbf u)=0\cdot F(\mathbf u)=\mathbf 0$. Contradiction. Therefore $F(\mathbf 0)=\mathbf 0$.
 
I like Serena said:
Hey Tarrant!

For a linear transformation $F$, we have that $F(\mathbf 0)=\mathbf 0$.
Proof
Suppose $F(\mathbf 0)\ne \mathbf 0$, then for any $\mathbf u$ we have that $F(\mathbf 0) = F(0\cdot \mathbf u)=0\cdot F(\mathbf u)=\mathbf 0$. Contradiction. Therefore $F(\mathbf 0)=\mathbf 0$.

Ok, thanks. It follows the definition of linear mapping: For $c$ an arbitrary real number, $F(cx) = cF(x)$ which leads to $F(0) = 0$ for $c = 0.$ Thank you again for your time.
 

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