Linear Algebra - Quadratic polynomial to Matrix

  • Thread starter Snoogx
  • Start date
  • #1
22
0

Homework Statement


Examining the answers of the previous two questions, write the quadratic polynomial f(x1,x2,x3)=x1x2−6x22+3x2x3−3x23 in the form
f(x1,x2,x3)=[x1x2x3]A[x1x2x3]<-this last group is a column matrix
where A is a symmetric matrix.


Homework Equations


Matrix multiplication


The Attempt at a Solution


So the previous problems had me start with the matrix, then multiply by the row then column vectors to get a polynomial. Then here it wants me to work backwards to get matrix A.

I started with:
x1x2−6x22+3x2x3−3x23.
Grouped like terms:
(x1x2) + (−6x22 + 3x2x3) + (−3x23)
Took out an x1, x2, x3 form each grouping, respectively. That gives me the second step of the problem:
[(x2) (−6x2 3x3) (−3x3)] [x1 x2 x3] <-again, column matrix
So, working backwards, I now have to find the values of the elements of matrix A so when multiplied by row vector [x1 x2 x3] will result in the output of [(x2) (−6x2 3x3) (−3x3)].
In other words, [x1][# # #](<-column) will equal [x2].
So I end up getting matrix A =
[ 0 0 0
1 -6 0
0 3 -3]

I know A11 = 0 and A22 = -6 are correct. But when I input the rest of the matrix in they homework system tells me I'm wrong.
Could anyone look through this and see if I made a mistake somewhere? Or maybe the system has the wrong key and my answer is correct? Any insight and help is greatly appreciated.

Thanks
 

Answers and Replies

  • #2
lanedance
Homework Helper
3,304
2
that matrix is not symmetric for a start
 
  • #3
lanedance
Homework Helper
3,304
2
now say you have found a matrix B that is not symmetric, but gives you teh correct polynomial. you can always write it in terms of a symmetric (S) and skew-symmetric (P) part
B = S+P

consider the polynomial
p(x) = xTBx = xTSx + xTPx =

as p(x) is a scalar function, it will be equal to its transpose
p(x) = p(x)T = (xTSx)T + (xTPx)T = (xTST x)] + (xTPTx)
= (xTS x) - (xTPx)

which implies xTPx = 0 that only the symmetric part of the matrix is important in defining the polynomial

so if you are happy you matrix is correct (have you checked it gives the right result?)

you can find the symmetric and anti symmetric parts as follows

B = S+P
S = (B+BT)/2
P = (B-BT)/2
 
  • #4
22
0
Thank you for the explanation lanedance. I didn't know about symmetric matrices.
 
  • #5
lanedance
Homework Helper
3,304
2
no worries - just to add, for most polynomials there is actually an infinite way they can be written interms of a matrix x^TBx, however if you restrict yourself to symmetric matrix , which appear to be the natural choice based on teh above, then is is one unique solution
 

Related Threads on Linear Algebra - Quadratic polynomial to Matrix

Replies
2
Views
2K
  • Last Post
Replies
2
Views
642
  • Last Post
Replies
1
Views
2K
Replies
0
Views
899
Replies
2
Views
9K
  • Last Post
Replies
8
Views
2K
Replies
0
Views
1K
  • Last Post
Replies
2
Views
3K
Replies
7
Views
1K
Replies
7
Views
2K
Top