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VECTORS AND THE GEOMETRY OF SPACE

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10

VECTORS AND

THE GEOMETRY OF SPACE

VECTORS AND THE GEOMETRY OF SPACE

10.2Vectors

In this section, we will learn about:

Vectors and their applications.

VECTOR

- The term vectoris used by scientists to indicate a quantity (such as displacement or velocity or force) that has both magnitude and direction.

REPRESENTING A VECTOR

- A vector is often represented by an arrow or a directed line segment.
- The length of the arrow represents the magnitude of the vector.
- The arrow points in the direction of the vector.

DENOTING A VECTOR

- We denote a vector by either:
- Printing a letter in boldface (v)
- Putting an arrow above the letter ( )

VECTORS

- For instance, suppose a particle moves along a line segment from point A to point B.

VECTORS

- The corresponding displacement vector vhas initial pointA(the tail) and terminal pointB(the tip).
- We indicate this by writing v = .

VECTORS

- Notice that the vector u = has the same length and the same direction as v even though it is in a different position.
- We say u and v are equivalent(or equal) and write u = v.

ZERO VECTOR

- The zero vector, denoted by 0, has length 0.
- It is the only vector with no specific direction.

COMBINING VECTORS

- Suppose a particle moves from A to B.
- So,its displacement vector is .

COMBINING VECTORS

- Then, the particle changes direction, and moves from B to Câ€”with displacement vector .

COMBINING VECTORS

- The combined effect of these displacements is that the particle has moved from A to C.

COMBINING VECTORS

- The resulting displacement vector is called the sumof and .
- We write:

ADDING VECTORS

- In general, if we start with vectors u and v, we first move v so that its tail coincides with the tip of u and define the sum of u and vas follows.

VECTOR ADDITIONâ€”DEFINITION

- If u and v are vectors positioned so the initial point of v is at the terminal point of u, then the sum u + v is the vector from the initial point of u to the terminal point of v.

VECTOR ADDITION

- The definition of vector addition is illustrated here.

TRIANGLE LAW

- You can see why this definition is sometimes called the Triangle Law.

VECTOR ADDITION

- Here, we start with the same vectors u and v as earlier and draw another copy of v with the same initial point as u.

VECTOR ADDITION

- Completing the parallelogram, we see that: u + v = v + u

VECTOR ADDITION

- This also gives another way to construct the sum:
- If we place u and v so they start at the same point, then u + v lies along the diagonal of the parallelogram with u and v as sides.

PARALLELOGRAM LAW

- This is called the Parallelogram Law.

VECTOR ADDITION

Example 1

- Draw the sum of the vectors a and b shown here.

VECTOR ADDITION

Example 1

- First, we translate b and place its tail at the tip of aâ€”being careful to draw a copy of b that has the same length and direction.

VECTOR ADDITION

Example 1

- Then, we draw the vector a + b starting at the initial point of a and ending at the terminal point of the copy of b.

VECTOR ADDITION

Example 1

- Alternatively, we could place b so it starts where a starts and construct a + b by the Parallelogram Law.

MULTIPLYING VECTORS

- It is possible to multiply a vector by a real number c.

SCALAR

- In this context, we call the real number c a scalarâ€”to distinguish it from a vector.

MULTIPLYING SCALARS

- For instance, we want 2v to be the same vector as v + v, which has the same direction as v but is twice as long.
- In general, we multiply a vector by a scalar as follows.

SCALAR MULTIPLICATIONâ€”DEFINITION

- If c is a scalar and v is a vector, the scalar multiplecv is:
- The vector whose length is |c| times the length of v and whose direction is the same as v if c > 0 and is opposite to v if c < 0.
- If c = 0 or v = 0, then cv = 0.

SCALAR MULTIPLICATION

- The definition is illustrated here.
- We see that real numbers work like scaling factors here.
- Thatâ€™s why we call them scalars.

SCALAR MULTIPLICATION

- Notice that two nonzero vectors are parallelif they are scalar multiples of one another.

SCALAR MULTIPLICATION

- In particular, the vector â€“v = (â€“1)v has the same length as v but points in the opposite direction.
- We call it the negativeof v.

SUBTRACTING VECTORS

- By the difference u â€“ v of two vectors, we mean: u â€“ v = u + (â€“v)

SUBTRACTING VECTORS

- So, we can construct u â€“ v by first drawing the negative of v, â€“v, and then adding it to u by the Parallelogram Law.

SUBTRACTING VECTORS

- Alternatively, since v + (u â€“ v) = u, the vector u â€“ v, when added to v, gives u.

SUBTRACTING VECTORS

- So, we could construct u by means of the Triangle Law.

SUBTRACTING VECTORS

Example 2

- If a and b are the vectors shown here, draw a â€“ 2b.

SUBTRACTING VECTORS

Example 2

- First, we draw the vector â€“2b pointing in the direction opposite to b and twice as long.
- Next, we place it with its tail at the tip of a.

SUBTRACTING VECTORS

Example 2

- Finally, we use the Triangle Law to draw a + (â€“2b).

COMPONENTS

- For some purposes, itâ€™s best to introduce a coordinate system and treat vectors algebraically.

COMPONENTS

- Letâ€™s place the initial point of a vector aat the origin of a rectangular coordinate system.

COMPONENTS

- Then, the terminal point of a has coordinates of the form (a1, a2) or(a1, a2, a3).
- This depends on whether our coordinate system is two- or three-dimensional.

COMPONENTS

- These coordinates are called the componentsof a and we write: a = â€¹a1, a2â€º or a = â€¹a1, a2, a3â€º

COMPONENTS

- We use the notation â€¹a1, a2â€º for the ordered pair that refers to a vector so as not to confuse it with the ordered pair (a1, a2) that refers to a point in the plane.

COMPONENTS

- For instance, the vectors shown here are all equivalent to the vector whose terminal point is P(3, 2).

COMPONENTS

- What they have in common is that the terminal point is reached from the initial point by a displacement of three units to the right and two upward.

COMPONENTS

- We can think of all these geometric vectors as representationsof the algebraic vector a = â€¹3, 2â€º.

- The particular representation from the origin to the point P(3, 2) is called the position vectorof the point P.

- In three dimensions, the vector a = = â€¹a1, a2, a3â€ºis the position vectorof the point P(a1, a2, a3).

- Letâ€™s consider any other representation of a, where the initial point is A(x1, y1, z1) and the terminal point is B(x2, y2, z2).

- Then, we must have: x1 + a1 = x2, y1 + a2 = y2, z1 + a3 = z2
- Thus, a1 = x2 â€“ x1, a2 = y2 â€“ y1, a3 = z2 â€“ z1
- Thus, we have the following result.

Equation 1

- Given the points A(x1, y1, z1) and B(x2, y2, z2), the vector a with representation is: a = â€¹x2 â€“ x1, y2 â€“ y1, z2 â€“ z1â€º

Example 3

- Find the vector represented by the directed line segment with initial point A(2, â€“3, 4) and terminal point B(â€“2, 1, 1).
- By Equation 1, the vector corresponding to is: a = â€¹â€“2 â€“2, 1 â€“ (â€“3), 1 â€“ 4â€º = â€¹â€“4, 4, â€“3â€º

- The magnitude or length of the vector vis the length of any of its representations.
- It is denoted by the symbol |v| orâ•‘vâ•‘.

- By using the distance formula to compute the length of a segment , we obtain the following formulas.

- The length of the two-dimensional (2-D) vector a = â€¹a1, a2â€º is:

- The length of the three-dimensional (3-D) vector a = â€¹a1, a2, a3â€º is:

- How do we add vectors algebraically?

- The figure shows that, if a = â€¹a1, a2â€ºand b = â€¹b1, b2â€º, then the sum is a + b = â€¹a1 + b1, a2 + b2â€ºat least for the case where the components are positive.

- In other words, to add algebraic vectors, we add their components.

- Similarly, to subtract vectors, we subtract components.

- From the similar triangles in the figure, we see that the components of ca are ca1 and ca2.

- So, to multiply a vector by a scalar, we multiply each component by that scalar.

- If a = â€¹a1, a2â€ºand b = â€¹b1, b2â€º, then
- a + b = â€¹a1 + b1, a2 +b2â€º
- a â€“ b = â€¹a1â€“b1 , a2â€“b2â€º
- ca = â€¹ca1, ca2â€º

- Similarly, for 3-D vectors,

Example 4

- If a = â€¹4, 0, 3â€ºand b = â€¹â€“2, 1, 5â€º, find: |a| and the vectors a + b, a â€“ b, 3b, 2a + 5b

Example 4

|a|

Example 4

Example 4

Example 4

Example 4

- We denote:
- V2 as the set of all 2-D vectors
- V3 as the set of all 3-D vectors

- More generally, we will later need to consider the set Vn of all n-dimensional vectors.
- An n-dimensional vector is an ordered n-tuplea = â€¹a1, a2, â€¦, anâ€ºwhere a1, a2, â€¦, an are real numbers that are called the components of a.

- Addition and scalar multiplication are defined in terms of components just as for the cases n = 2 and n = 3.

- If a, b, and c are vectors in Vn and c and dare scalars, then

- These eight properties of vectors can be readily verified either geometrically or algebraically.

- For instance, Property 1 can be seen from this earlier figure.
- Itâ€™s equivalent to the Parallelogram Law.

- It can also be seen as follows for the case n = 2:
- a + b = â€¹a1, a2â€º + â€¹b1, b2â€º = â€¹a1 + b1, a2 + b2â€º
- = â€¹b1 + a1, b2 + a2â€º = â€¹b1, b2â€º + â€¹a1, a2â€º
- = b + a

- We can see why Property 2 (the associative law) is true by looking at this figure and applying the Triangle Law several times, as follows.

- The vector is obtained either by first constructing a + b and then adding c or by adding a to the vector b + c.

- Three vectors in V3 play a special role.

- Let
- i = â€¹1, 0, 0â€º
- j = â€¹0, 1, 0â€º
- k = â€¹0, 0, 1â€º

- These vectors i, j, and k are called the standard basis vectors.
- They have length 1 and point in the directions of the positive x-, y-, and z-axes.

- Similarly, in two dimensions, we define:
- i = â€¹1, 0â€º
- j = â€¹0, 1â€º

- If a = â€¹a1, a2, a3â€º, then we can write:

Equation 2

- Thus, any vector in V3 can be expressed in terms of i, j, and k.

- For instance, â€¹1, â€“2, 6â€º = iâ€“ 2j + 6k

Equation 3

- Similarly, in two dimensions, we can write: a = â€¹a1, a2â€º = a1i + a2j

- Compare the geometric interpretation of Equations 2 and 3 with the earlier figures.

Example 5

- If a = i + 2j â€“ 3k and b = 4i + 7k, express the vector 2a + 3b in terms of i, j, and k.

Example 5

- Using Properties 1, 2, 5, 6, and 7 of vectors, we have: 2a + 3b = 2(i + 2j â€“ 3k) + 3(4i + 7k) = 2i + 4j â€“ 6k + 12i + 21k = 14i + 4j + 15k

- A unit vector is a vector whose length is 1.
- For instance, i, j, and k are all unit vectors.

Equation 4

- In general, if aâ‰ 0, then the unit vector that has the same direction as a is:

- In order to verify this, we let c = 1/|a|.
- Then, u = ca and c is a positive scalar; so, u has the same direction as a.
- Also,

Example 6

- Find the unit vector in the direction of the vector 2i â€“ j â€“ 2k.

Example 6

- The given vector has length
- So, by Equation 4, the unit vector with the same direction is:

- Vectors are useful in many aspects of physics and engineering.
- In Chapter 13, we will see how they describe the velocity and acceleration of objects moving in space.
- Here, we look at forces.

- A force is represented by a vector because it has both a magnitude (measured in pounds or newtons) and a direction.
- If several forces are acting on an object, the resultant forceexperienced by the object is the vector sum of these forces.

Example 7

- A 100-lb weight hangs from two wires.
- Find the tensions (forces) T1 and T2in both wires and their magnitudes

Example 7

- First, we express T1 and T2in terms of their horizontal and vertical components.

E. g. 7â€”Eqns. 5 & 6

- From the figure, we see that:T1 = â€“|T1| cos 50Â° i + |T1| sin 50Â° j T2 = |T2| cos 32Â° i + |T2| sin 32Â° j

Example 7

- The resultant T1 + T2 of the tensions counterbalances the weight w.
- So, we must have: T1 + T2 = â€“w = 100 j

Example 7

- Thus,(â€“|T1| cos 50Â° + |T2| cos 32Â°) i + (|T1| sin 50Â° + |T2| sin 32Â°) j= 100 j

Example 7

- Equating components, we get:
- â€“|T1| cos 50Â° + |T2| cos 32Â° = 0
- |T1| sin 50Â° + |T2| sin 32Â° = 100

Example 7

- Solving the first of these equations for |T2| and substituting into the second, we get:

Example 7

- So, the magnitudes of the tensions are:

Example 7

- Substituting these values in Equations 5 and 6, we obtain the tension vectors T1â‰ˆ â€“55.05 i + 65.60 jT2â‰ˆ 55.05 i + 34.40 j