can u chick my question
let \[Let A= \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right]\] determine the matrices P and Q such that PAQ is diagonal matrix
@ganeshie8 do u know hw to solve this ??
@experimentX
I really hate linear algebra, but seeing as you aren't having much luck at getting responses, mind if I give it a shot? ^_^
okay just try plz to do it @terenzreignz
familiar with eigen vectors ?
and can you confirm if below is a typo : \[ Let A= \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\\color{Red}{-}2 & -1 & 3\end{matrix}\right] \]
no is not typo
so tell me what have you tried so far
wolfram gives this http://www.wolframalpha.com/input/?i=diagonalize+%7B%7B6%2C-2%2C-2%7D%2C%7B-2%2C3%2C-1%7D%2C%7B2%2C-1%2C3%7D%7D
nothing until now justt wanna start with u
are you familiar with finding eigen values and eigen vectors ?
no actually
we may work it using elementary matrices if you know row reduction
you need to share with us what all things you have tried and what exactly you know already to get quick help
@mathmale
i dont know anything about it but we can start from zero if u dont mind
Alright, lets define the zero point first :) do you know how to multiply two matrices ?
yeah i know
@ganeshie8
good, lets start from there :) lets see how to convert a matrix into triangular form : \[ \left[ \begin{array} {ccc} ?&?&?\\ ?&?&?\\ ?&?&?\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} *&*&*\\ 0&*&*\\ 0&0&*\\ \end{array} \right] \]
any idea on what should go in those question marks in left most matrix ?
no
\[ \left[ \begin{array} {ccc} ?&?&?\\ ?&?&?\\ ?&?&?\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} *&*&*\\ 0&*&*\\ 0&0&*\\ \end{array} \right] \] our goal is to change it to upper triangular matrix, notice that we need 0's below the pivot in the first column. lets fix those 0's first : \[ \left[ \begin{array} {ccc} 1&0&0\\ 1/3&1&0\\ -1/3&0&1\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} 6&-2&-2\\ 0&7/3&-5/3\\ 0&-1/3&11/3\\ \end{array} \right] \]
we still need to fix another 0 in the last row but first make sure above makes sense
but how would we the the matrix elements
which matrix elements ?
left and right matrix
Okay, lets see how the row operations work
but we are getting left and right matrices simultaneously
yes :) lets first see how row operations work, it becomes clear after understanding what happens when u multiply a matrix by another matrix on left side
can you tell me the result of below multiplication ? \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]
a1 b2 c3 in a diagonal
give me the full matrix
a1 0 0 0 b2 0 0 0 c3
wrong, try again
a1 a2 a3 b1 b2 b3 c1 c2 c3
BINGO! so the matrix did not change multiplying by an identity matrix will not change the original matrix, thats the reason we call it identity matrix : \[IA = A\]
next, may i know how u worked out each element in your result ?
didnt get u
you have said you got `a1` a2 a3 b1 b2 b3 c1 c2 c3 may i know what u did to get `a1` as your first element in first row ?
multiply with the column
\[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} \color{red}{a_{1}}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] \] \(\color{red}{a_{1}} = 1*a_1 + 0*b_1 + 0*c_1\) like this ?
yup
there is another powerful way to multiply, and thats the key in understanding row operations
let me show you the method with an example : \[ \left[ \begin{array} {ccc} 1&0&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]
what the left matrix says is this : take the combination : "1" of first row, "0" of second row and "0" of third row \[ 1*\left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ \end{array} \right] + 0*\left[ \begin{array} {ccc} b_{1}&b_2&b_3\\ \end{array} \right] + 0*\left[ \begin{array} {ccc} c_{1}&c_2&c_3\\ \end{array} \right] \] you get : \[ \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ \end{array} \right] \]
you should think matrix multipilication as : `combination of rows`
not as some weird meaningless arithmetic with elements
In light of above information, can you guess the result of below multiplicaiton ? \[ \left[ \begin{array} {ccc} 0&1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]
b1 b2 b3
Exactly ! so you have taken : 0 of first row, 1 of second row and 0 of last row right ?
right
what about below : \[ \left[ \begin{array} {ccc} 0&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]
-2b1 -2 b2 -2b3
Excellent, last example on row muultiplication : what about below : \[ \left[ \begin{array} {ccc} 1&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]
just think of it as `combination of rows` : ``` 1 of first row + -2 of second row + 0 of third row ```
a1 a2 a3 -2b1 -2b2 -2b3 0 0 0
careful, multiplying by a row gives you a row not a 3x3 matrix.
here is the answer : \[ \left[ \begin{array} {ccc} 1&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-2b_1 &a_2-2b_2&a_3-2b_3\\ \end{array} \right] \]
i see
great ! lets work another final example
\[ \left[ \begin{array} {ccc} 1&-2&3\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]
a1-2b1+3c1 a2-2b2+3c2 a3-2b3+3c3
good, so can you tell me now what u need to multiply on left side to get second row as result ?
yeah i guess
good, then tell me : \[ \left[ \begin{array} {ccc} ?&?&?\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} b_1&b_2&b_3\\ \end{array} \right] \]
what goes in those question marks ?
0 1 0
\[ \left[ \begin{array} {ccc} ?&?&?\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-b_1&a_2-b_2&a_3-b_3\\ \end{array} \right] \]
what about this ?
0 -1 0
try again
you're taking "1" of first row and "-1" of second row right ?
so you will get 1 -1 0
\[ \left[ \begin{array} {ccc} 1&-1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-b_1&a_2-b_2&a_3-b_3\\ \end{array} \right] \]
its just say how you combine `rows`
lets see how to interpret multiplication of a full matrix : \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]
its exactly same as before, you just need to repeat the process two more times thats all
you can get the first row of result by interpreting the multiplication by first row : lets see how to interpret multiplication of a full matrix : \[ \left[ \begin{array} {ccc} 1&0&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1&a_2&a_3\\ \end{array} \right] \]
similarly, you can work second and third rows : \[ \left[ \begin{array} {ccc} 0&1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} b_1&b_2&b_3\\ \end{array} \right] \] \[ \left[ \begin{array} {ccc} 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} c_1&c_2&c_3\\ \end{array} \right] \]
Overall : \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] \]
see if that makes sense...
yeah its seam
good, lets go back to orignal problem
okay
this thread is lagging because of huge latex code can u start a new post ?
okay
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