1. Addition of Matrices
Individual elements are added
Both matrices must be of the same order
If A =
𝑎11 𝑎12 𝑎13
𝑎21 𝑎22 𝑎23
is a 2 × 3 matrix
and B =
𝑏11 𝑏12 𝑏13
𝑏21 𝑏22 𝑏23
is another 2 × 3 matrix.
Then, A + B =
𝑎11 + 𝑏11 𝑎12 + 𝑏12 𝑎13 + 𝑏13
𝑎21 + 𝑏21 𝑎22 + 𝑏22 𝑎23 + 𝑏23
i.g. : If A =
1 2 −4
2 3 7
and B =
4 −1 1
3 1 0
Then, A + B =
1 + 4 −1 + 2 −4 + 1
2 + 3 3 + 1 7 + 0
A + B =
5 1 −3
5 4 7
2. Example 6
Given A = 3 1 −1
2 3 0
and B =
2 5 1
−2 3
1
2
, find A + B
A + B = 3 1 −1
2 3 0
+
2 5 1
−2 3
1
2
=
3 + 2 1 + 5 −1 + 1
2 − 2 3 + 3 0 +
1
2
=
2 + 3 1 + 5 0
0 6
1
2
3. Multiplication of Matrice by a scalar
If A = [aij] m × n is a matrix and k is a scalar,
then kA = k [aij]m × n = [k (aij)] m × n, that is, (i, j)th element of
kA
is kaij for all possible values of i and j.
Every element is multiplied by the scalar.
Eg: If A =
3 1 1.5
5 7 −3
2 0 5
, then
3A = 3
3 1 1.5
5 7 −3
2 0 5
3A =
3 × 3 3 × 1 3 × 1.5
3 × 5 3 × 7 3 × −3
3 × 2 3 × 0 3 × 5
=
9 3 4.5
3 5 21 −9
6 0 15
4. Multiplication of Matrice by a scalar
Negative of a matrix
Denoted by –A.
We define –A = (-1) A
Eg: A =
3 1
−5 𝑥
,
then -A = (-1) A = (-1)
3 1
−5 𝑥
=
−3 −1
5 −𝑥
7. Ex 3.2,1
Let A =
2 4
3 2
, B =
1 3
−2 5
, C =
−2 5
3 4
Find each of the following
(i) A + B
A + B =
2 4
3 2
+
1 3
−2 5
=
2 + 1 4 + 3
3 − 2 2 + 5
=
3 7
1 7
8. Ex 3.2,1
Let A =
2 4
3 2
, B =
1 3
−2 5
, C =
−2 5
3 4
Find each of the following
(ii) A – B
A – B =
2 4
3 2
−
1 3
−2 5
=
2 − 1 4 − 3
3 − (−2) 2 − 5
=
1 1
3 + 2 −3
=
1 1
5 −3
9. Ex3.2,1
Let A =
2 4
3 2
, B =
1 3
−2 5
, C =
−2 5
3 4
Find each of the following
(iii)3A – C
Finding 3A
3A = 3
2 4
3 2
=
3 × 2 3 × 4
3 × 3 3 × 2
=
6 12
9 6
Hence
3A – C =
6 12
9 6
−
−2 5
3 4
=
6 − (−2) 12 − 5
9 − 3 6 − 4
13. Ex3.2, 2
Compute the following:
(i)
a b
−b a
+
a b
b a
a b
−b a
+
a b
b a
=
a + a b + b
b + b a + a
=
2a 2b
0 2a
14. Ex3.2,2
Compute the following:
(ii)
a2 + b2 b2 + c2
a2 + c2 a2 + b2
+
2ab 2bc
−2ac −2ab
a2 + b2 b2 + c2
a2 + c2 a2 + b2
+
2ab 2bc
−2ac −2ab
=
a2 + b2 + 2ab b2 + c2 + 2bc
a2 + c2 − 2ac a2 + b2 − 2ab
=
a + b 2 b + c 2
a − c 2 a − b 2
Using ( a + b)2 = a2 + b2 + 2ab)
& (a – b)2 = a2 + b2 – 2ab
15. Ex3.2, 2
Compute the following:
(iv)
cos2 x sin2 x
sin2 x cos2 x
+
sin2 x cos2 x
cos2 x sine2 x
cos2 x sin2 x
sin2 x cos2 x
+
sin2 x cos2 x
cos2 x sin2 x
=
cos2 x + sin2 x sin2 x + cos2 x
sin2 x + cos2 x cos2 x + sin2 x
=
1 1
1 1
( sin2 x + cos2 x = 1)
19. Ex3.2, 11
If x
2
3
+ y
−1
1
=
10
5
, find values of x and y.
x
2
3
+ y
−1
1
=
10
5
2𝑥
3𝑥
+
−𝑦
𝑦 =
10
5
2𝑥 − 𝑦
3𝑥 − 𝑦
=
10
5
Since the matrices are equal.
corresponding elements are equal
2x − y = 10
3x + y = 5
…(1)
…(2)
20. Adding (1) & (2)
(2x – y) + (3x + y) = 10 + 5
2x – y + 3x + y = 15
2x + 3y – y + y = 15
5x + 0 = 15
x =
15
5
x = 3
Putting value of x in (1)
2x – y = 10
2(3) – y = 10
6 – y = 10
– y = 10 – 6
– y = 4
y = – 4
Hence, x = 3 & y = – 3
21. Ex3.2, 4
If A =
1 2 −3
5 0 2
1 −1 1
, B =
3 −1 2
4 0 5
2 0 3
and , C =
4 1 2
0 3 2
1 −2 3
then compute (A+B) and (B – C) . Also, verify that
A+(B - C) = (A+B) – C
Calculating A + B
A + B =
1 2 −3
5 0 2
1 −1 1
+
3 −1 2
4 0 5
2 0 3
=
1 + 3 2 − 1 −3 + 2
5 + 4 0 + 2 2 + 5
1 + 2 1 + 0 1 + 3
=
4 1 −1
9 2 7
3 −1 4
22. Calculating B – C
B – C =
3 −1 2
4 2 5
2 0 3
–
4 1 2
0 3 2
1 −2 3
=
3 − 4 2 − 1 −3 + 2
4 − 0 0 + 2 2 + 5
2 − 1 0 − (−2) 3 − 3
=
−1 −2 0
4 −1 3
1 2 0
We need to verify
A + (B – C) = (A + B) – C
Taking L.H.S
A + (B – C) =
1 2 −3
5 0 2
1 −1 1
+
−1 −2 0
4 −1 3
1 2 0
25. Ex3.2, 6
Simplify cos θ
cos θ sin θ
−sin θ cos θ
+ sin θ
sin θ −cos θ
cos θ sin θ
cos θ
cos θ sin θ
−sin θ cos θ
+ sin θ
sin θ −cos θ
cos θ sin θ
=
cos θ(cos θ) cos θ(sin θ)
cos θ (−𝑠𝑖𝑛θ) cos θ(cos θ)
+
sin θ(sin θ) sin θ(−cos θ)
sin θ(cos θ) sin θ(sin θ)
=
cos2 θ cos θ sin θ
−cos θ sin θ cos2 θ
+
sin2 θ −cos θ sin θ
sin θ cos θ sin2 θ
=
cos2 θ + sin2 θ sin θ cos θ − cos θ sin θ
−cos θ sin θ + sin θ cos θ cos2 θ sin2 θ
=
1 0
0 1
(∵ cos2θ + sin2θ = 1)
26. Ex3.2, 22
Assume X, Y, Z, W and P are matrices of order 2 × n, 3 × k, 2 ×
p, n × 3 , and p × k respectively.
If n = p, then the order of the matrix 7X – 5Z is
(A)p × 2 (B) 2 × n (C) n × 3 (D) p × n
7X – 5Z
= 7 X 2 × 𝑛 - 5 Z 2 ×𝑛
This is possible only when
Order of X = Order of Z
2 × n = 2 × p
Therefore, n = p
So, the matrix 7X – 5Z = 7 X 2 × 𝑛 - 5 Z 2 × 𝑛
Hence, the order of matrix 7X − 5Z is 2 × n.
Hence, correct answer is B
Given order of X is 2 × n
and order of Z is 2 × p
27. Example 9,
Find X and Y , if X + Y =
5 2
0 9
and X – Y =
3 6
0 −1
It is given that
X + Y =
5 2
0 9
X – Y =
3 6
0 −1
`Adding (1) and (2)
(X + Y) + (X – Y) =
5 2
0 9
+
3 6
0 −1
X + X + Y – Y =
5 + 3 2 + 6
0 + 0 9 − ( −1)
… (1)
… (2)
28. X + X + Y – Y =
5 + 3 2 + 6
0 + 0 9 − ( −1)
2X =
8 8
0 8
X =
1
2
8 8
0 8
X =
8
2
8
2
0
8
2
X =
4 4
0 4
29. Putting X =
4 4
0 4
in (1)
X + Y =
5 2
0 9
Y =
5 2
0 9
– X
Y =
5 2
0 9
-
4 4
0 4
Y =
5 − 4 2 − 4
0 − 0 9 − 4
Y =
1 −2
0 5
Hence, X =
4 4
0 4
, Y =
1 −2
0 5
30. Ex3.2, 7
Find X and Y, if
(i) X + Y =
7 0
2 5
and X – Y =
3 0
0 3
Let X + Y =
7 0
2 5
X – Y =
3 0
0 3
Adding (1) and (2)
X + Y + X – Y =
7 0
2 5
+
3 0
0 3
X + Y + X – Y =
7 + 3 0 + 0
2 + 0 5 + 3
2x + 0 =
10 0
2 8
…(1)
…(2)
48. Since matrices are equal, corresponding elements are equal
2x + 3 = 9
2y = 12
2z – 3 = 15
2t + 6 = 18
Solving equation (1)
2x + 3 = 9
2x = 9 – 3
x =
6
2
x = 3
…(1)
…(2)
…(3)
…(4)
49. Solving equation (2)
2y = 12
y =
12
2
y = 6
Solving equation (3)
2z – 3 = 15
2z = 15 + 3
2z = 18
z =
18
2
x = 9
50. Solving equation (4)
2t + 6 = 18
2t = 18 – 6
2t = 12
t =
12
2
t = 6
Hence x = 3 , y = 6 , z = 9 & t = 6
51. Ex3.2,12
Given 3
x z
z w
=
x 6
−1 2w
+
4 x + y
z + w 3
find the values
of x, y, z and w.
3
x z
z w
=
x 6
−1 2w
+
4 x + y
z + w 3
x × 3 z × 3
z × 3 w × 3
=
x + 4 6 + x + y
−1 + z + w 2w + 3
3x 3z
3z 3w
=
x + 4 6 + x + y
1 − z + w 2w + 3
Since matrices are equal.
Corresponding elements are equal
52. Since matrices are equal, corresponding elements are equal
3x = x + 4
3y = 6 + x + y
3z = 1 – z + w
3w = 2w + 3
Solving equation (1)
3x = x + 4
3x – x = 4
2x = 4
x =
4
2
x = 2
…(1)
…(2)
…(3)
…(4)
53. Solving equation (2)
3y = 6 + x + y
3y – y = 6 + x
2y = 6 + x
Putting x = 2
2y = 6 + 2
2y = 8
2y =
8
2
y = 4
54. Solving equation (4)
3w = 2w + 3
3w – 2w = 3
w = 3
Solving equation (3)
3z = – 1 + z + w
3z – z = – 1 + w
2z = – 1 + w
Putting w = 3
2z = – 1 + 3
2z = 2
z =
2
2
z = 1
Hence, x = 2, y = 4 , w = 3 & z = 1
55. Ex3.2,13
If F (x) =
cos 𝑥 −sin 𝑥 0
sin 𝑥 cos 𝑥 0
0 0 1
, Show that F(x) F(y) = F(x + y)
F (x) =
cos 𝑥 −sin 𝑥 0
sin 𝑥 cos 𝑥 0
0 0 1
We need to show
F(x) F(y) = F(x + y)
Taking L.H.S.
Finding F(x)
F (x) =
cos 𝑥 −sin 𝑥 0
sin 𝑥 cos 𝑥 0
0 0 1
56. Finding F(y)
Replacing x by y in F(x)
F (y) =
cos 𝑦 −sin 𝑦 0
sin 𝑦 cos 𝑦 0
0 0 1
Now,
F(x) F(y)
=
cos 𝑥 −sin 𝑥 0
sin 𝑥 cos 𝑥 0
0 0 1
cos 𝑦 −sin 𝑦 0
sin 𝑦 cos 𝑦 0
0 0 1
=
cos 𝑥 cos 𝑦 + −sin 𝑦 sin 𝑦 + 0 cos 𝑥(− sin 𝑦) + (− sin 𝑥) cos + 0 0 + 0 + 0 × 1
−sin 𝑥 cos 𝑦 + cos 𝑥 sin 𝑦 + 0 sin 𝑥 (− sin 𝑦) + cos 𝑥 cos 𝑦 + 0 0 + 0 + 0 × 1
0 × cos 𝑦 + 0 + sin 𝑦 + 0 × 1 0 × (− sin 𝑦) + 0 × cos 𝑦 + 0 0 + 0 + 1 × 1
=
cos 𝑥 cos 𝑦 −sin 𝑥 . sin 𝑦 −cos 𝑥 − sin 𝑦 − sin 𝑥 cos 𝑦 0
sin 𝑥 cos 𝑦 + cos 𝑥 sin 𝑦 − sin 𝑥 − sin 𝑦 + cos 𝑥 cos 𝑦 0
0 0 1
57. =
cos 𝑥 cos 𝑦 −sin 𝑥 . sin 𝑦 −cos 𝑥 − sin 𝑦 − sin 𝑥 cos 𝑦 0
sin 𝑥 cos 𝑦 + cos 𝑥 sin 𝑦 − sin 𝑥 − sin 𝑦 + cos 𝑥 cos 𝑦 0
0 0 1
We know that cos x cos y – sin x sin y = cos (x + y)
& sin x cos y + cos x sin y = sin (x + y)
=
cos(𝑥 + 𝑦) −[cos 𝑥 sin 𝑦 + sin 𝑥 cos 𝑦] 0
sin(𝑥 + 𝑦) cos 𝑥 cos 𝑦 − sin 𝑥 sin 𝑦 0
0 0 1
=
cos(𝑥 + 𝑦) − sin(𝑥 + 𝑦) 0
sin(𝑥 + 𝑦) cos(𝑥 + 𝑦) 0
0 0 1