solutions to systems of linear equations and RREF
$begingroup$
following an example from here : https://en.wikipedia.org/wiki/Augmented_matrix
Given $A=pmatrix{1 ;;;1 ;;;2 \ 1 ;;;1 ;;;1 \ 2;;;2 ;;;2}, X=pmatrix{x\y\z}, B=pmatrix{3\1\2}$ forming the linear system:
$ AX=B$
Performing Gaussian elimination (by hand), starting with this augmented matrix:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 1 ;;;1 ;;;1 ;;;1 \ 2;;;2 ;;;2 ;;;2}$
After doing the following Row operations:
L3=L3-2L2
L2=L2-L1
L2=-L2
I stopped at this point:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 0 ;;;0 ;;;1 ;;;2 \ 0;;;0 ;;;0 ;;;0}$
it is clear that z=2
I decided to set x as a free variable and let x=t
then i get:
${x=t,y=1-t,z=2}$
E.g, let $t=10$,
then $X_{10}= pmatrix{10\ 1-10 \ 2} =pmatrix{10 \ -9 \ 2}$
and $AX_{10}=pmatrix{5\ 3 \ 6}$
The true RREF matrix is one step later with L1=L1-2L2:
$pmatrix{;;;;1 ;;;;;; 1 ;;;;; 0 ;;;; -1 \ 0 ;;;;; 0 ;;;;; 1 ;;;;; 2 \ 0 ;;;;; 0 ;;;;; 0 ;;;;; 0}$
then again if x is the free param. we have this time:
${x=t,y=-1-t,z=2}$
(Please, note that i get this time $y=-1-t$ instead of $y=1-t$ before!)
E.g, let $t=10$,
then $X_{{10}_{RREF}}= pmatrix{10\ -1-10 \ 2} =pmatrix{10 \ -11 \ 2}$
and this time 'it works' as $AX_{{10}_{RREF}} = pmatrix{3\1\2}$ which is indeed equal to $B$.
My question is: why does it make a difference to go to the FULL (or true?) RREF form? Why can't I stop 1 step before? It seems very strange, like if the system was 'wrong' at the point before L1=L1-2L2 ...
I am probably missing some fundamental point, but I hope that an answer to this will allow me to understand more about linear algebra (i know i could just say 'ok one must do the full RREF' but i m interested in the 'Why?')
linear-algebra systems-of-equations
$endgroup$
|
show 1 more comment
$begingroup$
following an example from here : https://en.wikipedia.org/wiki/Augmented_matrix
Given $A=pmatrix{1 ;;;1 ;;;2 \ 1 ;;;1 ;;;1 \ 2;;;2 ;;;2}, X=pmatrix{x\y\z}, B=pmatrix{3\1\2}$ forming the linear system:
$ AX=B$
Performing Gaussian elimination (by hand), starting with this augmented matrix:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 1 ;;;1 ;;;1 ;;;1 \ 2;;;2 ;;;2 ;;;2}$
After doing the following Row operations:
L3=L3-2L2
L2=L2-L1
L2=-L2
I stopped at this point:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 0 ;;;0 ;;;1 ;;;2 \ 0;;;0 ;;;0 ;;;0}$
it is clear that z=2
I decided to set x as a free variable and let x=t
then i get:
${x=t,y=1-t,z=2}$
E.g, let $t=10$,
then $X_{10}= pmatrix{10\ 1-10 \ 2} =pmatrix{10 \ -9 \ 2}$
and $AX_{10}=pmatrix{5\ 3 \ 6}$
The true RREF matrix is one step later with L1=L1-2L2:
$pmatrix{;;;;1 ;;;;;; 1 ;;;;; 0 ;;;; -1 \ 0 ;;;;; 0 ;;;;; 1 ;;;;; 2 \ 0 ;;;;; 0 ;;;;; 0 ;;;;; 0}$
then again if x is the free param. we have this time:
${x=t,y=-1-t,z=2}$
(Please, note that i get this time $y=-1-t$ instead of $y=1-t$ before!)
E.g, let $t=10$,
then $X_{{10}_{RREF}}= pmatrix{10\ -1-10 \ 2} =pmatrix{10 \ -11 \ 2}$
and this time 'it works' as $AX_{{10}_{RREF}} = pmatrix{3\1\2}$ which is indeed equal to $B$.
My question is: why does it make a difference to go to the FULL (or true?) RREF form? Why can't I stop 1 step before? It seems very strange, like if the system was 'wrong' at the point before L1=L1-2L2 ...
I am probably missing some fundamental point, but I hope that an answer to this will allow me to understand more about linear algebra (i know i could just say 'ok one must do the full RREF' but i m interested in the 'Why?')
linear-algebra systems-of-equations
$endgroup$
$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05
|
show 1 more comment
$begingroup$
following an example from here : https://en.wikipedia.org/wiki/Augmented_matrix
Given $A=pmatrix{1 ;;;1 ;;;2 \ 1 ;;;1 ;;;1 \ 2;;;2 ;;;2}, X=pmatrix{x\y\z}, B=pmatrix{3\1\2}$ forming the linear system:
$ AX=B$
Performing Gaussian elimination (by hand), starting with this augmented matrix:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 1 ;;;1 ;;;1 ;;;1 \ 2;;;2 ;;;2 ;;;2}$
After doing the following Row operations:
L3=L3-2L2
L2=L2-L1
L2=-L2
I stopped at this point:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 0 ;;;0 ;;;1 ;;;2 \ 0;;;0 ;;;0 ;;;0}$
it is clear that z=2
I decided to set x as a free variable and let x=t
then i get:
${x=t,y=1-t,z=2}$
E.g, let $t=10$,
then $X_{10}= pmatrix{10\ 1-10 \ 2} =pmatrix{10 \ -9 \ 2}$
and $AX_{10}=pmatrix{5\ 3 \ 6}$
The true RREF matrix is one step later with L1=L1-2L2:
$pmatrix{;;;;1 ;;;;;; 1 ;;;;; 0 ;;;; -1 \ 0 ;;;;; 0 ;;;;; 1 ;;;;; 2 \ 0 ;;;;; 0 ;;;;; 0 ;;;;; 0}$
then again if x is the free param. we have this time:
${x=t,y=-1-t,z=2}$
(Please, note that i get this time $y=-1-t$ instead of $y=1-t$ before!)
E.g, let $t=10$,
then $X_{{10}_{RREF}}= pmatrix{10\ -1-10 \ 2} =pmatrix{10 \ -11 \ 2}$
and this time 'it works' as $AX_{{10}_{RREF}} = pmatrix{3\1\2}$ which is indeed equal to $B$.
My question is: why does it make a difference to go to the FULL (or true?) RREF form? Why can't I stop 1 step before? It seems very strange, like if the system was 'wrong' at the point before L1=L1-2L2 ...
I am probably missing some fundamental point, but I hope that an answer to this will allow me to understand more about linear algebra (i know i could just say 'ok one must do the full RREF' but i m interested in the 'Why?')
linear-algebra systems-of-equations
$endgroup$
following an example from here : https://en.wikipedia.org/wiki/Augmented_matrix
Given $A=pmatrix{1 ;;;1 ;;;2 \ 1 ;;;1 ;;;1 \ 2;;;2 ;;;2}, X=pmatrix{x\y\z}, B=pmatrix{3\1\2}$ forming the linear system:
$ AX=B$
Performing Gaussian elimination (by hand), starting with this augmented matrix:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 1 ;;;1 ;;;1 ;;;1 \ 2;;;2 ;;;2 ;;;2}$
After doing the following Row operations:
L3=L3-2L2
L2=L2-L1
L2=-L2
I stopped at this point:
$pmatrix{1 ;;;1 ;;;2 ;;;3 \ 0 ;;;0 ;;;1 ;;;2 \ 0;;;0 ;;;0 ;;;0}$
it is clear that z=2
I decided to set x as a free variable and let x=t
then i get:
${x=t,y=1-t,z=2}$
E.g, let $t=10$,
then $X_{10}= pmatrix{10\ 1-10 \ 2} =pmatrix{10 \ -9 \ 2}$
and $AX_{10}=pmatrix{5\ 3 \ 6}$
The true RREF matrix is one step later with L1=L1-2L2:
$pmatrix{;;;;1 ;;;;;; 1 ;;;;; 0 ;;;; -1 \ 0 ;;;;; 0 ;;;;; 1 ;;;;; 2 \ 0 ;;;;; 0 ;;;;; 0 ;;;;; 0}$
then again if x is the free param. we have this time:
${x=t,y=-1-t,z=2}$
(Please, note that i get this time $y=-1-t$ instead of $y=1-t$ before!)
E.g, let $t=10$,
then $X_{{10}_{RREF}}= pmatrix{10\ -1-10 \ 2} =pmatrix{10 \ -11 \ 2}$
and this time 'it works' as $AX_{{10}_{RREF}} = pmatrix{3\1\2}$ which is indeed equal to $B$.
My question is: why does it make a difference to go to the FULL (or true?) RREF form? Why can't I stop 1 step before? It seems very strange, like if the system was 'wrong' at the point before L1=L1-2L2 ...
I am probably missing some fundamental point, but I hope that an answer to this will allow me to understand more about linear algebra (i know i could just say 'ok one must do the full RREF' but i m interested in the 'Why?')
linear-algebra systems-of-equations
linear-algebra systems-of-equations
edited Jan 28 at 13:47
Machupicchu
asked Jan 28 at 13:42
MachupicchuMachupicchu
239
239
$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05
|
show 1 more comment
$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05
$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05
|
show 1 more comment
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$begingroup$
You have $x+y+2z = 3$, which becomes $t+y + 4 = 3$, hence $y = -1-t$.
$endgroup$
– Catalin Zara
Jan 28 at 13:51
$begingroup$
Your first solution with $y=1-t$ does NOT solve the first row.
$endgroup$
– maxmilgram
Jan 28 at 13:53
$begingroup$
oh thanks so much!! I forgot the the 2 was the z factor! of course its 2*2... thanks the fact that z=2 and this factor was the confusion..
$endgroup$
– Machupicchu
Jan 28 at 13:53
$begingroup$
i suddenly thought there was something special with RREF but no... of course you can stop whenever you want and the system should always be in a coherent form .. right?
$endgroup$
– Machupicchu
Jan 28 at 13:55
$begingroup$
You say, correctly, that when you multiply your "$X_{10}$" by A you get $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. But the problem was to find X such that AX was equal to $begin{bmatrix} 5 \ 3 \ 6end{bmatrix}$. That should have told you immediately that your "$X_{10}$" was wrong!
$endgroup$
– user247327
Jan 28 at 14:05