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Mathematics 22 Online
OpenStudy (anonymous):

can u chick my question

OpenStudy (anonymous):

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

OpenStudy (anonymous):

@ganeshie8 do u know hw to solve this ??

OpenStudy (anonymous):

@experimentX

terenzreignz (terenzreignz):

I really hate linear algebra, but seeing as you aren't having much luck at getting responses, mind if I give it a shot? ^_^

OpenStudy (anonymous):

okay just try plz to do it @terenzreignz

ganeshie8 (ganeshie8):

familiar with eigen vectors ?

ganeshie8 (ganeshie8):

and can you confirm if below is a typo : \[ Let A= \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\\color{Red}{-}2 & -1 & 3\end{matrix}\right] \]

OpenStudy (anonymous):

no is not typo

ganeshie8 (ganeshie8):

so tell me what have you tried so far

OpenStudy (anonymous):

nothing until now justt wanna start with u

ganeshie8 (ganeshie8):

are you familiar with finding eigen values and eigen vectors ?

OpenStudy (anonymous):

no actually

ganeshie8 (ganeshie8):

we may work it using elementary matrices if you know row reduction

ganeshie8 (ganeshie8):

you need to share with us what all things you have tried and what exactly you know already to get quick help

OpenStudy (anonymous):

@mathmale

OpenStudy (anonymous):

i dont know anything about it but we can start from zero if u dont mind

ganeshie8 (ganeshie8):

Alright, lets define the zero point first :) do you know how to multiply two matrices ?

OpenStudy (anonymous):

yeah i know

OpenStudy (anonymous):

@ganeshie8

ganeshie8 (ganeshie8):

good, lets start from there :) lets see how to convert a matrix into triangular form : \[ \left[ \begin{array} {ccc} ?&?&?\\ ?&?&?\\ ?&?&?\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} *&*&*\\ 0&*&*\\ 0&0&*\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

any idea on what should go in those question marks in left most matrix ?

OpenStudy (anonymous):

no

ganeshie8 (ganeshie8):

\[ \left[ \begin{array} {ccc} ?&?&?\\ ?&?&?\\ ?&?&?\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} *&*&*\\ 0&*&*\\ 0&0&*\\ \end{array} \right] \] 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 : \[ \left[ \begin{array} {ccc} 1&0&0\\ 1/3&1&0\\ -1/3&0&1\\ \end{array} \right] \left[\begin{matrix}6 & -2 & -2 \\-2 & 3 & -1 \\2 & -1 & 3\end{matrix}\right] = \left[ \begin{array} {ccc} 6&-2&-2\\ 0&7/3&-5/3\\ 0&-1/3&11/3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

we still need to fix another 0 in the last row but first make sure above makes sense

OpenStudy (anonymous):

but how would we the the matrix elements

ganeshie8 (ganeshie8):

which matrix elements ?

OpenStudy (anonymous):

left and right matrix

ganeshie8 (ganeshie8):

Okay, lets see how the row operations work

OpenStudy (anonymous):

but we are getting left and right matrices simultaneously

ganeshie8 (ganeshie8):

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

ganeshie8 (ganeshie8):

can you tell me the result of below multiplication ? \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]

OpenStudy (anonymous):

a1 b2 c3 in a diagonal

ganeshie8 (ganeshie8):

give me the full matrix

OpenStudy (anonymous):

a1 0 0 0 b2 0 0 0 c3

ganeshie8 (ganeshie8):

wrong, try again

OpenStudy (anonymous):

a1 a2 a3 b1 b2 b3 c1 c2 c3

ganeshie8 (ganeshie8):

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 : \[IA = A\]

ganeshie8 (ganeshie8):

next, may i know how u worked out each element in your result ?

OpenStudy (anonymous):

didnt get u

ganeshie8 (ganeshie8):

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 ?

OpenStudy (anonymous):

multiply with the column

ganeshie8 (ganeshie8):

\[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} \color{red}{a_{1}}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] \] \(\color{red}{a_{1}} = 1*a_1 + 0*b_1 + 0*c_1\) like this ?

OpenStudy (anonymous):

yup

ganeshie8 (ganeshie8):

there is another powerful way to multiply, and thats the key in understanding row operations

ganeshie8 (ganeshie8):

let me show you the method with an example : \[ \left[ \begin{array} {ccc} 1&0&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]

ganeshie8 (ganeshie8):

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 : \[ \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

you should think matrix multipilication as : `combination of rows`

ganeshie8 (ganeshie8):

not as some weird meaningless arithmetic with elements

ganeshie8 (ganeshie8):

In light of above information, can you guess the result of below multiplicaiton ? \[ \left[ \begin{array} {ccc} 0&1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]

OpenStudy (anonymous):

b1 b2 b3

ganeshie8 (ganeshie8):

Exactly ! so you have taken : 0 of first row, 1 of second row and 0 of last row right ?

OpenStudy (anonymous):

right

ganeshie8 (ganeshie8):

what about below : \[ \left[ \begin{array} {ccc} 0&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]

OpenStudy (anonymous):

-2b1 -2 b2 -2b3

ganeshie8 (ganeshie8):

Excellent, last example on row muultiplication : what about below : \[ \left[ \begin{array} {ccc} 1&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] =? \]

ganeshie8 (ganeshie8):

just think of it as `combination of rows` : ``` 1 of first row + -2 of second row + 0 of third row ```

OpenStudy (anonymous):

a1 a2 a3 -2b1 -2b2 -2b3 0 0 0

ganeshie8 (ganeshie8):

careful, multiplying by a row gives you a row not a 3x3 matrix.

ganeshie8 (ganeshie8):

here is the answer : \[ \left[ \begin{array} {ccc} 1&-2&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-2b_1 &a_2-2b_2&a_3-2b_3\\ \end{array} \right] \]

OpenStudy (anonymous):

i see

ganeshie8 (ganeshie8):

great ! lets work another final example

ganeshie8 (ganeshie8):

\[ \left[ \begin{array} {ccc} 1&-2&3\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]

OpenStudy (anonymous):

a1-2b1+3c1 a2-2b2+3c2 a3-2b3+3c3

ganeshie8 (ganeshie8):

good, so can you tell me now what u need to multiply on left side to get second row as result ?

OpenStudy (anonymous):

yeah i guess

ganeshie8 (ganeshie8):

good, then tell me : \[ \left[ \begin{array} {ccc} ?&?&?\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} b_1&b_2&b_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

what goes in those question marks ?

OpenStudy (anonymous):

0 1 0

ganeshie8 (ganeshie8):

\[ \left[ \begin{array} {ccc} ?&?&?\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-b_1&a_2-b_2&a_3-b_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

what about this ?

OpenStudy (anonymous):

0 -1 0

ganeshie8 (ganeshie8):

try again

ganeshie8 (ganeshie8):

you're taking "1" of first row and "-1" of second row right ?

ganeshie8 (ganeshie8):

so you will get 1 -1 0

ganeshie8 (ganeshie8):

\[ \left[ \begin{array} {ccc} 1&-1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1-b_1&a_2-b_2&a_3-b_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

its just say how you combine `rows`

ganeshie8 (ganeshie8):

lets see how to interpret multiplication of a full matrix : \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = ? \]

ganeshie8 (ganeshie8):

its exactly same as before, you just need to repeat the process two more times thats all

ganeshie8 (ganeshie8):

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 : \[ \left[ \begin{array} {ccc} 1&0&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1&a_2&a_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

similarly, you can work second and third rows : \[ \left[ \begin{array} {ccc} 0&1&0\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} b_1&b_2&b_3\\ \end{array} \right] \] \[ \left[ \begin{array} {ccc} 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} c_1&c_2&c_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

Overall : \[ \left[ \begin{array} {ccc} 1&0&0\\ 0&1&0\\ 0&0&1\\ \end{array} \right] \left[ \begin{array} {ccc} a_{1}&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] = \left[ \begin{array} {ccc} a_1&a_2&a_3\\ b_1&b_2&b_3\\ c_1&c_2&c_3\\ \end{array} \right] \]

ganeshie8 (ganeshie8):

see if that makes sense...

OpenStudy (anonymous):

yeah its seam

ganeshie8 (ganeshie8):

good, lets go back to orignal problem

OpenStudy (anonymous):

okay

ganeshie8 (ganeshie8):

this thread is lagging because of huge latex code can u start a new post ?

OpenStudy (anonymous):

okay

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