Please help q05 Find an LU decomposition of the coefficient
Please help (q05)
Find an LU -decomposition of the coefficient matrix; then solve the given system by reducing the problem of solving the single system A_x = b to the problem of solving the two systems L_y = b and U_x = y having triangular coefficient matrices. [2 -2 -4 0 -2 6 -4 8 -2][x_1 x_2 x_3] = [0 -4 8]Solution
To find LU decompositionof a matrix we will do following step
1. Use Gaussian Elimination to get the upper triangular matrix.
A=
1
to reduce in upper tringuler form use row operation R3=2R1+R3
THUS A becomes-
A=
AGAIN use row operation R3=2R2+R3 THUS A becomes-
A=
STEP 2-
NOW take identity matrix of order 3*3 and use the operation which are used to get upperv tringular matrix..
after applying R3=2R1+R3 AND R3 =2R2+R3 on I IT BECOMES-
L=
THUS A= LU
this is LU DECOMPOSITON of A. now to solve AX=B with the help of LU
consider AX=B
(LU)X=B implies that L(UX)=B
consider UX=Y which implies LY=B
FIRST we will solve LY=B and get Y then Solve UX =Y and get X..
Therefore LY=B
>>
let Y= [y1,y2,y3]
>>y1=0
y2=-4
2y1+2y2+y3=8.>>y3=16
now put Y IN UX=Y
>> let X=[x1,x2,x3]
after putting X in UX=Y we get x1=42,x2=26,x3=8
that is the ANSWER..
| 2 | -2 | -4 |
| 4 | 2 | 1 |
| 3 | -1 | 1 |

