Matrix Operations, Linear Independence, and Transformations, Exercises of Linear Algebra

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2016/2017

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Subject : Linear Algebra Assignment #2
Course code: MTH231 Total Marks: 20
Question#1
a) Find the inverse of the matrix ๐ด= 1 0 0
1 1 0
1 1 1 and ๐ต= 1 0 โˆ’2
โˆ’3 1 4
2โˆ’3 4 , if it exists.
b) Find LU factorization of the matrix ๐ด= 1โˆ’1 2
1โˆ’3 1
3 7 5
c) Let
๐‘ฃ1= โˆ’2
0
6 , ๐‘ฃ2= โˆ’2
3
3 , ๐‘ฃ3= 0
โˆ’5
5 and ๐‘= โˆ’6
1
17
Determine if p is in the columns space of ๐ด ๐‘ฃ1 ๐‘ฃ2 ๐‘ฃ3 ? Is p is in the Null space of A?
Question#2
a) Find bases for Col A and Nul A, and then state the dimensions of these subspaces for the matrix
๐ด= 1โˆ’2โˆ’1 5 4
2โˆ’1 1 5 6
โˆ’20โˆ’2 1 โˆ’6
3 1 4 1 5
b) Use a determine to decide if ๐’—๐Ÿ,๐’—๐Ÿ,๐’—๐Ÿ‘ are linearly independent, when
๐‘ฃ1= 4
6
โˆ’7 , ๐‘ฃ2= โˆ’7
0
2 , ๐‘ฃ3= โˆ’3
โˆ’5
6
c) Let ๐‘‡:๐‘…3โ†’๐‘…3 be the linear transformation determined by the matrix ๐‘Ž0 0
0๐‘0
0 0 ๐‘ where a,b
and c are positive numbers. Let S be the unit ball, whose bounding surface has the equation
๐‘ฅ1
2+๐‘ฅ2
2+๐‘ฅ3
2= 1. Show that ๐‘‡ ๐‘† is bounded by the ellipsoid with the equation ๐‘ฅ1
2
๐‘Ž2+๐‘ฅ2
2
๐‘2+๐‘ฅ3
2
๐‘2=
1.
COMSATS Institute of Information Technology
(Virtual Campus) Islamabad
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Subject : Linear Algebra Assignment

Course code: MTH231 Total Marks: 20

Question#

a) Find the inverse of the matrix ๐ด =

and ๐ต =

, if it exists.

b) Find LU factorization of the matrix ๐ด =

c) Let

๐‘ฃ 1 =

and ๐‘ =

Determine if p is in the columns space of ๐ด ๐‘ฃ 1 ๐‘ฃ 2 ๐‘ฃ 3? Is p is in the Null space of A?

Question#

a) Find bases for Col A and Nul A, and then state the dimensions of these subspaces for the matrix

b) Use a determine to decide if ๐’—๐Ÿ, ๐’—๐Ÿ, ๐’—๐Ÿ‘ are linearly independent, when

c) Let ๐‘‡: ๐‘…^3 โ†’ ๐‘…^3 be the linear transformation determined by the matrix

where a,b

and c are positive numbers. Let S be the unit ball, whose bounding surface has the equation

๐‘ฅ 12 + ๐‘ฅ 22 + ๐‘ฅ 32 = 1. Show that ๐‘‡ ๐‘† is bounded by the ellipsoid with the equation

๐‘ฅ 12 ๐‘Ž^2 +^

๐‘ฅ 22 ๐‘^2 +^

๐‘ฅ 32 ๐‘ 2 =

COMSATS Institute of Information Technology

(Virtual Campus) Islamabad