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The Dot Product & Cross Product. Definition of DOT PRODUCT the dot product of two vectors is a number. Basically, it is one of the way to multiply two vectors together. Geometric Definition : finding the angle between two vectors if a and b are two vectors, = |a||b| cos θ - PowerPoint PPT Presentation
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THE DOT PRODUCT &
CROSS PRODUCT
Definition of DOT PRODUCT the dot product of two vectors is a number
Basically, it is one of the way to multiply two
vectors together. Geometric Definition: finding the angle between two vectors
if a and b are two vectors,
= |a||b| cos θ Algebraic Definition: determining if the two vectors are
parallel, orthogonal, or neither
if a = <a1,a2> and b= <b1,b2>,
= a1b1 + a2b2
EXAMPLES
Given: a=<1,2> and b=<2,5>
(a) Find the dot product between the two vectors.
dot product a∙b= 1(2)+ 2(5)=12
(b) Find the angle between the two vectors using dot product.
a∙b = |a||b| cos θ
cos θ = 12/ sqrt (5) *sqrt (29)
θ = 0.083 radians
Given : a=<1,2> and b=<2,5>
Definition of Cross Product
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Right-hand Rule
If and are vectors, then is a vector.(1) Direction : perpendicular to both and .
, and are in three-dimension.
(2) Magnitude : = ‖ ‖ ‖ ‖ sin𝜃
i, j, k are standard unit of vectors j x k= k x i = i x j = k x j = i x k = j x i = i x i = j x j = k x k =
i
j
k-i
-j
-k0
i
j
k
‖ a x b‖ = ‖a‖ ‖b‖ sin𝜃
Matrix Notation
=(a2b3 - + (a1b3 - a3b1 ) j + (a1b2 - a2b1 ) k
= a2b3 i + a3b1 j + a1b2 k – a2b1 k – a3b2 i – a1b3 j
If = < a1 , a2 , a3> , = <b1 , b2 , b3>, and i, j, k, are standard unit of vectors, then
a x b=
Ex. 1: If =<2, 3, 1> and = <-2, 1, 4>, compute:a) a x b b) b x a
= -(11i -10j+8k)
a) a x b =
= (3)(4)i+(1)(-2)j+(2)(1)k-(-2)(3)k-(1)(1)i-(4)(2)j=12i-2j+2k+6k-i-8j=11i-10j+8k
b) b x a =
= (1)(1)i+(4)(2)j+(-2)(3)k-(2)(1)k-(3)(4)i-(1)(-2)j=i+8j-6k-2k-12i+2j = -11i+10j-8k
a x b = -(b x a)
Properties of Cross Product
4. For nonzero vectors and , =0 if and only if and are parallel.
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Ex.2 : Find the angle between the two vectors a = <1,2,3> and b= <-2,1,3> using cross product.
a x b =
= (2)(3)i+(3)(-2)j+(1)(1)k-(-2)(2)k-(1)(3)i-(3)(1)j=3i-9j+5k
‖ a x b‖ = ‖a‖ ‖b‖ sin𝜃‖ a x b‖ = √3^2 +(-9)^2+(5)^2 =√115, ‖a‖ =‖b‖= √14
√115 = (√14 )(√14 ) sin𝜃𝜃= 0.873 radian
Dot Product Cross Product
Product Scalar Vector
Magnitude ||a||||b|| cos θ ||a||||b||sin θ
Direction No Perpendicular to both vectors
Dimension Any 3D
a∙b = b∙a a x b = -(b x a)
SummaryCompare Dot Product and Cross Product