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Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$$conv(PE)=Z$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$$conv(PE)=Z$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

(The second or the fourth coordinate can be deleted in the example, to get an example with only five coordinates. I am not sure whether that is smallest possible).

Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

(The second or the fourth coordinate can be deleted in the example, to get an example with only five coordinates. I am not sure whether that is smallest possible).

Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=Z$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=Z$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

(The second or the fourth coordinate can be deleted in the example, to get an example with only five coordinates. I am not sure whether that is smallest possible).

Corrected my original, wrong, answer
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Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

(The second or the fourth coordinate can be deleted in the example, to get an example with only five coordinates. I am not sure whether that is smallest possible).

Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

(The second or the fourth coordinate can be deleted in the example, to get an example with only five coordinates. I am not sure whether that is smallest possible).

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Here is a counter-example: let $A=(3,0)$$A=(1,0,0,0,0,1)$, $B=(1,1)$$B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $C=(0,3)$$D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C\}$$Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C\}$$PE=\{A,B,C,D\}$, so its convex hull is a trianglethat $conv(PE)=conv(Z)$.

  • $Z$ The vector $(.5,0,.5,.5,0,.5)$ is the same triangle.

  • in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is the edgealso in $AB$ of that triangle$Z$.

Update: oupps, this is not a counter-example to the question, since in the question coordinates are 0/1

Here is a counter-example: let $A=(3,0)$, $B=(1,1)$ and $C=(0,3)$. Take $Y=\{A,B,C\}$. Then:

  • $PE=\{A,B,C\}$, so its convex hull is a triangle.

  • $Z$ is the same triangle.

  • $E$ is the edge $AB$ of that triangle.

Update: oupps, this is not a counter-example to the question, since in the question coordinates are 0/1

Here is a counter-example: let $A=(1,0,0,0,0,1)$, $B=(1,1,1,0,0,0)$, $C=(0,0,1,1,0,0)$ and $D=(0,0,0,1,1,1)$. Take $Y=\{A,B,C,D\}$. Then:

  • $PE=\{A,B,C,D\}$, so that $conv(PE)=conv(Z)$.

  • The vector $(.5,0,.5,.5,0,.5)$ is in $conv(PE)=conv(Z)$, but it is not in $E$ since $(.5,.5,.5,.5,.5,.5)$ is also in $Z$.

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