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Vector Operations
DEFINITION Let u = (1, y1) and v = (x2. y2) be two vectors in the plane. The sum of the
vectors u and v is the vectoor
and is denoted by u +v. Thus vectors are added by adding their components.
EXAMPLE9 Let u =
(1,2) and v =
=(3, -4). Then
u+V = (1+3, 2+ (-4)) = (4, -2).
We can interpret vector addition geometrically as follows. In Figure 4.14,
the vector from (x1, y1) to (X + X2, y + y2) is also v. Thus the vector with
tail O and head (x1 +X2, yi + y2) is u+v.
Figure4.14
Vector addition
i+2 (XtX2y+y2)
u +v
(X2, y2)
y2
O X2 1tX2
X
u + V
Figure 4.15 A
Vector addition
We can also describe u + v as the diagonal of the parallelogram detined
by u and v, as shown in Figure 4.15.
Finally, observe that vector addition is a special case of matrix addition.
EXAMPLE10 Ifu and v are as in Example 9, then u +v is as shown in Figure 4.16.
Figure4.16
(1.2)
X
+
u
( 4 . - 2)
(3,-4)
of u by c is the vector (cx|, cy1). Thus the scalar multiple cu of u by c is
obtained by multiplying each component of u by c.
Ifc> 0, then cuis in the same direction as u, whereas if d < 0, then du
is in the opposite direction (Figure 4.17).
DEFINITION Ifu =
(x1. y1) and c is a scalar (a real number), then the scalar multiple cu
Figure4.17
Scalar multiplication
2u
-2u
EXAMPLE11 Ifc =
=
2, d =
=-3, and u =
(1, -2), then
cu =
2(1, -2) =
(2, -4) and du =
-3(1,-2) =
(-3,6).
which are shown in Figure 4. 18.
The vector (0, 0) is called the zero vector and is denoted by 0. If u is any
vector, it follows that (Exercise T.2)
(4)
u+0= u.
We can also show (Exercise T.3) that
(5)
ut-Du=0.
and we write (1)u as -u and eall it the negative of u. Moreover, we wr
u+-1 v as uv and call it the differenceof u and v. The vectoru-
shown in Figure 4.19(a).
Observe that while vector addition gives one diagonal of a
parallelogran
vector suburaction gives the other diagonal. See Figure 4.19(6).
V 1S
Figure 4.18
(-3,6)
6
6 4
(1.-2)
(2-4)
Figure 4.19
u
V
(b) Vector sum and vector ditference.
(a) Difference between vectors.

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3 Vector Operations.pdf

  • 1. Vector Operations DEFINITION Let u = (1, y1) and v = (x2. y2) be two vectors in the plane. The sum of the vectors u and v is the vectoor and is denoted by u +v. Thus vectors are added by adding their components. EXAMPLE9 Let u = (1,2) and v = =(3, -4). Then u+V = (1+3, 2+ (-4)) = (4, -2). We can interpret vector addition geometrically as follows. In Figure 4.14, the vector from (x1, y1) to (X + X2, y + y2) is also v. Thus the vector with tail O and head (x1 +X2, yi + y2) is u+v. Figure4.14 Vector addition i+2 (XtX2y+y2) u +v (X2, y2) y2 O X2 1tX2 X u + V Figure 4.15 A Vector addition We can also describe u + v as the diagonal of the parallelogram detined by u and v, as shown in Figure 4.15. Finally, observe that vector addition is a special case of matrix addition.
  • 2. EXAMPLE10 Ifu and v are as in Example 9, then u +v is as shown in Figure 4.16. Figure4.16 (1.2) X + u ( 4 . - 2) (3,-4) of u by c is the vector (cx|, cy1). Thus the scalar multiple cu of u by c is obtained by multiplying each component of u by c. Ifc> 0, then cuis in the same direction as u, whereas if d < 0, then du is in the opposite direction (Figure 4.17). DEFINITION Ifu = (x1. y1) and c is a scalar (a real number), then the scalar multiple cu Figure4.17 Scalar multiplication 2u -2u EXAMPLE11 Ifc = = 2, d = =-3, and u = (1, -2), then cu = 2(1, -2) = (2, -4) and du = -3(1,-2) = (-3,6). which are shown in Figure 4. 18. The vector (0, 0) is called the zero vector and is denoted by 0. If u is any vector, it follows that (Exercise T.2) (4) u+0= u. We can also show (Exercise T.3) that (5) ut-Du=0. and we write (1)u as -u and eall it the negative of u. Moreover, we wr u+-1 v as uv and call it the differenceof u and v. The vectoru- shown in Figure 4.19(a). Observe that while vector addition gives one diagonal of a parallelogran vector suburaction gives the other diagonal. See Figure 4.19(6). V 1S
  • 3. Figure 4.18 (-3,6) 6 6 4 (1.-2) (2-4) Figure 4.19 u V (b) Vector sum and vector ditference. (a) Difference between vectors.