W12-W15. Vector Calculus
1. Theory
1.1 Vector Fields
In single-variable calculus, a function usually assigns a number to each input. In vector calculus, we often need a richer object: at each point of space, we want to attach a vector. This is how we describe gravitational force, electric force, velocity of a fluid, wind direction and speed, or the direction in which a quantity increases.
A vector field is a function whose output is a vector. In three-dimensional space, a typical vector field has the form
where
The most important habit is to interpret both the direction and the magnitude of each vector. For example, in a velocity field, the vector direction tells the direction of motion of a small particle of fluid, while the vector length tells its speed. In a gravitational field around a mass, vectors point toward the center of mass, and the vector length represents the strength of attraction.
Vector fields may be defined on all of
As with ordinary functions, a vector field has a domain. If no domain is explicitly stated, the natural domain is the largest set of points where all component functions are defined. This matters because operations such as curl and divergence are only valid at points where the required partial derivatives exist.
1.2 Gradient Fields and Conservative Fields
1.2.1 Gradient Fields
If
For a function of
The gradient is not just a list of partial derivatives. It has a geometric meaning: at each point,
For instance, if
1.2.2 Conservative Vector Fields
A vector field
The scalar function
then
The word “potential” is important in applications. In physics, conservative force fields are forces whose work can be recovered from a potential energy function. The practical consequence, studied later with line integrals, is that the work done by a conservative field depends only on the starting and ending points, not on the path.
To find a potential function, integrate one component and then use the remaining components to determine the missing functions. For example, if
The term
1.3 Curl
1.3.1 Meaning and Formula
The curl measures the local rotational tendency of a vector field. If a tiny paddle wheel were placed in a fluid flow, curl describes the axis and strength of its rotation. A field with zero curl has no local spinning behavior, although this alone does not always guarantee that the field is conservative.
For a vector field
the curl is
Expanding the determinant gives
Equivalently,
The two displayed versions are the same; the second one simply distributes the minus sign in the
1.3.2 Curl of a Gradient
If
This follows from equality of mixed partial derivatives:
Therefore, every continuously differentiable conservative vector field must have zero curl. In practical terms:
This gives a fast way to disprove conservativeness. If the curl is not zero, the field cannot be conservative.
In component form,
These equations say that the mixed partial derivatives that would come from a potential function are consistent. They are the practical test used in many exercises before trying to find
1.3.3 When Zero Curl Is Enough
The converse statement needs a condition on the domain. If
A simply connected domain is, informally, a domain with no holes. The condition matters. A vector field can have zero curl everywhere in its natural domain and still fail to be conservative if the domain has a hole. The standard example is a rotational field around the origin in the punctured plane; its curl is zero away from the origin, but its circulation around the origin is nonzero.
The typical workflow is:
- Check the domain. If it is all of
, or another open simply connected region, the curl test is reliable. - Compute
. - If the curl is nonzero, the field is not conservative.
- If the curl is zero and the domain condition is satisfied, find a potential function
by integration.
1.4 Divergence
1.4.1 Meaning and Formula
The divergence measures the local source or sink behavior of a vector field. If a vector field describes fluid velocity, positive divergence means fluid is locally spreading outward from a point, while negative divergence means fluid is locally flowing inward toward a point.
For
the divergence is the scalar field
Unlike curl, which produces a vector field in three dimensions, divergence produces a scalar function. It adds the rate of change of each component in its own coordinate direction.
For example, if
then
The first term is zero because
1.4.2 Divergence of Curl
If
This identity is another consequence of equality of mixed partial derivatives. It is useful as a consistency check: if some vector field
1.5 The Laplace Operator
When divergence is applied to a gradient field, we obtain a very important second-order operator:
This expression is called the Laplacian of
The equation
is called Laplace’s equation. Solutions of Laplace’s equation are called harmonic functions. They appear in heat conduction, electrostatics, gravitational potential theory, and fluid flow.
The conceptual chain is important:
turns a scalar field into a vector field showing fastest increase. measures rotation of a vector field. measures source or sink strength of a vector field. measures how a scalar field bends or spreads locally.
1.6 Standard Identities and Common Pitfalls
Vector calculus notation is compact, but it is easy to misuse. The operator
For scalar fields
and
The product rules are
and
Two common errors should be avoided. First, do not write
When computing curl and divergence, always check which variable is being differentiated. For example, in
2. Definitions
- Vector field: A function that assigns a vector to each point in its domain.
- Scalar field: A function that assigns a real number to each point in its domain.
- Component functions: The scalar functions
, , and in . - Natural domain: The largest set of points where all component functions of a field are defined.
- Gradient field: A vector field of the form
for some differentiable scalar function . - Gradient: The vector of first partial derivatives of a scalar function, pointing in the direction of greatest increase.
- Conservative vector field: A vector field that can be written as the gradient of a scalar potential function.
- Potential function: A scalar function
such that . - Curl: The vector field
that measures local rotational tendency of . - Rotation: Another name for the curl of a vector field.
- Divergence: The scalar field
that measures local source or sink behavior of . - Simply connected domain: A domain with no holes; every closed curve inside it can be continuously shrunk to a point without leaving the domain.
- Open domain: A domain in which every point has a small surrounding ball contained completely in the domain.
- Laplacian: The operator
, equal to . - Laplace’s equation: The equation
. - Harmonic function: A function satisfying Laplace’s equation on its domain.
3. Formulas
- Vector Field in Space:
. - Gradient:
. - Conservative Field Condition:
. - Curl Determinant:
. - Curl Expanded:
. - Zero Curl Component Test:
. - Divergence:
. - Curl of a Gradient:
, assuming continuous second-order partial derivatives. - Divergence of a Curl:
, assuming continuous second-order partial derivatives. - Laplacian:
. - Curl Test on Simply Connected Domains:
, when is defined on an open simply connected domain and has continuous first partial derivatives. - Divergence Linearity:
. - Curl Linearity:
. - Divergence Product Rule:
. - Curl Product Rule:
.
4. Practice
4.1. Calculate Triple Integrals (Lab 12, Task 1)
Calculate:
a)
b)
Click to see the solution
Key Concept: In a triple integral, integrate from the inside out unless changing the order makes a non-elementary integral disappear.
a) The integrand does not depend on
Thus
For the
Therefore
b) First simplify the integrand:
The region in the
Equivalently,
This change is useful because
Integrate with respect to
Thus
Now
and, with
Therefore
Answer: a)
4.2. Volume Bounded by Five Planes (Lab 12, Task 2)
Find the volume of the solid region bounded by the planes
Click to see the solution
Key Concept: Translate the bounding planes into inequalities and integrate
The plane
This interval is nonempty when
Similarly, the plane
Therefore the volume is
Compute the inner lengths:
so
Thus
Answer:
4.3. Integral Over a Tetrahedron (Lab 12, Task 3)
Set up and evaluate
Click to see the solution
Key Concept: The first-octant tetrahedron is described by
Use the order
Thus
A quick symmetric computation is possible. The tetrahedron has volume
Its centroid is
so the average value of
Therefore
Answer:
4.4. Integral Over a Cylindrical Wedge (Lab 12, Task 4)
Let
Click to see the solution
Key Concept: The cylinder is in the
Because the solid lies in the first octant,
The planes
Thus
where
The inner integral is
Use polar coordinates in the
Then
So
Answer:
4.5. Integral Between a Plane and a Paraboloid (Lab 12, Task 5)
Let
Click to see the solution
Key Concept: Because the projection is a disk and the integrand is
Use
The bounds are
Therefore
Integrate with respect to
Now
Thus
Answer:
4.6. Double Integral by the Transformation , (Lab 12, Task 6)
Use the transformation
Click to see the solution
Key Concept: Choose the transformation because it turns the four boundary curves into constant-
From
we get
Since the region is in the first quadrant,
and
Compute the Jacobian:
Also,
Separate the variables:
Now
and
Therefore
Answer:
4.7. Cylindrical Coordinates for a Triple Integral (Lab 12, Task 7)
Calculate the integral by changing to cylindrical coordinates:
Click to see the solution
Key Concept: The
Use cylindrical coordinates:
The bounds become
Thus
Integrate with respect to
Now
Therefore
Answer:
4.8. Spherical Coordinates for a Cone-Sphere Solid (Lab 12, Task 8)
Use spherical coordinates to find the volume of the solid that lies above the cone
Click to see the solution
Key Concept: In spherical coordinates, cones have constant
The cone
so
“Above the cone” means
The sphere is
In spherical coordinates this is
so, for
Also
Integrate in
Use
Thus
Answer:
4.9. Volume of a Paraboloid-Capped Cylinder (Lab 12, Task 9)
Describe the solid and compute its volume:
Which coordinate system is most natural?
Click to see the solution
Key Concept: The inequalities use
The solid lies above the plane
and above the disk
Use cylindrical coordinates:
Then
Integrate:
So
Answer: The solid is a cylinder of radius
4.10. Volume of an Ellipsoid by Scaling (Lab 12, Task 10)
Use a scaling change of variables to find the volume of the ellipsoid
Click to see the solution
Key Concept: Scale the ellipsoid to the unit ball.
Let
Then
so the ellipsoid maps from the unit ball
The Jacobian is the determinant of the diagonal scaling matrix:
Therefore
Answer:
4.11. Triple Integrals Over Rectangular Boxes (Lab 12, Homework 1)
Calculate:
a)
b)
c)
d)
Click to see the solution
Key Concept: On rectangular boxes, sums and products often separate into one-variable integrals.
a) Split the integral term by term:
and
Therefore
b) The integrand separates:
c) Since
d) Separate all factors:
Compute each:
Thus
Answer: a)
4.12. Integral Over a Solid Under a Plane (Lab 12, Homework 2)
The solid
Click to see the solution
Key Concept: Use the given projection and place
The bounds are
Therefore
The
So
Expand:
Then
Answer:
4.13. Polar Integral Over a Sector of the Unit Disk (Lab 12, Homework 3)
Evaluate
Click to see the solution
Key Concept: The factor
The region above
The integrand becomes
Thus
Therefore
Answer:
4.14. Exponential Integral Over the Upper Half Disk (Lab 12, Homework 4)
Evaluate
Click to see the solution
Key Concept: The expression
For the upper half of the unit disk,
Therefore
Use
Thus
Answer:
4.15. Change of Variables with a Malformed Bound (Lab 12, Homework 5)
Evaluate
Click to see the solution
Key Concept: The printed inner lower limit
If we read the lower condition literally as the curve
then it implies
Since the upper limit is also
the lower and upper boundaries coincide. Under this literal interpretation, every inner integral has zero width:
Therefore
The intended problem likely has a typo in the lower limit. With the text exactly as given, the only consistent literal value is zero.
Answer:
4.16. Transformation , Over a Square (Lab 12, Homework 6)
Use the transformation
Click to see the solution
Key Concept: The integrand becomes
The inverse transformation is
The Jacobian is
The square
For each fixed
Therefore the whole double integral is zero.
Answer:
4.17. Transforming the Region Bounded by and (Lab 12, Homework 7)
Evaluate
Click to see the solution
Key Concept: Use
In the first quadrant,
Solving for
The Jacobian is
Also,
Therefore
Simplify:
Now
and
Thus
Answer:
4.18. Integral Inside a Cylinder Between Two Planes (Lab 12, Homework 8)
Evaluate
Click to see the solution
Key Concept: Integrating
The bounds are
Thus
Expand:
Over the disk,
Therefore
Answer:
4.19. Volume Inside a Sphere Above a Cone (Lab 12, Homework 9)
Let
Click to see the solution
Key Concept: Use spherical coordinates because the boundary is a sphere and a cone.
The sphere is
Above the cone means
Hence
Compute:
Equivalently,
Answer:
4.20. Integral Over the Upper Half Ball (Lab 12, Homework 10)
Evaluate
Click to see the solution
Key Concept: In spherical coordinates,
The upper half ball of radius
Then
So
Use
Therefore
Answer:
4.21. Accumulated Signal in a Cylindrical Sensor (Lab 12, Homework 11)
A cylindrical sensor covers the region
Click to see the solution
Key Concept: In cylindrical coordinates,
Since
Integrate in
Thus
Compute:
Answer:
4.22. Triple Change of Variables for a Solid Defined by Inequalities (Lab 12, Homework 12)
Let
a) Using the coordinate transformation
b) Using a triple integral and the change of variables given in part (a), find the volume of
Click to see the solution
Key Concept: The transformation was chosen so that each inequality becomes a simple interval.
From
we get
Also,
So
The Jacobian matrix is
Expanding along the middle column,
The inequalities become
Therefore the volume is
The
An antiderivative is
Thus
Answer: a)
4.23. Linear Change of Variables in a Box (Lab 12, Homework 13)
Use the change of variables
Click to see the solution
Key Concept: Since
First,
The Jacobian is
Therefore
Thus
Answer:
4.24. Integral Over a Transformed Solid (Lab 12, Homework 14)
Let
Click to see the solution
Key Concept: The variables
The inverse transformation is
The bounds become
The Jacobian is
The integrand transforms as
Therefore
First integrate with respect to
So
Thus
Answer:
4.25. Average Value of on an Upper Half Ball (Lab 12, Homework 15)
Find the average value of
Click to see the solution
Key Concept: Average value equals total integral divided by volume.
Use spherical coordinates. The upper half ball of radius
Since
Compute:
Thus
The volume of a half ball of radius
Therefore
Answer:
4.26. Sketch the Rotational Field (Lab 13, Example 1)
Describe the vector field
Click to see the solution
Key Concept: Evaluate the field at representative points and look for a geometric pattern.
At
so the vector points upward.
At
so the vector points left.
At
so the vector points downward.
At
so the vector points right.
Each vector is perpendicular to the radius vector
Also,
so vectors farther from the origin are longer. The field rotates counterclockwise around the origin.
Answer: The sketch is a counterclockwise rotational field with vector length proportional to distance from the origin.
4.27. Sketch the Space Field (Lab 13, Example 2)
Sketch the vector field on
Click to see the solution
Key Concept: The vector has only a
At every point,
If
Thus the vectors are vertical everywhere, and their lengths increase with distance from the
Answer: Vertical arrows point upward above the
4.28. Sketch Several Vector Fields (Lab 13, Task 1)
Sketch the following vector fields:
a)
b)
c)
d)
Click to see the solution
Key Concept: A vector field sketch is built from representative arrows and symmetry.
a) The vector is constant:
Every arrow points right and downward with the same length
b) The horizontal component is always
- on the line
, vectors are purely horizontal and point left; - above the line
, vectors point left and upward; - below the line
, vectors point left and downward.
c) The field is undefined at
So all arrows have unit length. Representative values:
This field swaps the roles of
d) The field is constant in space:
Every arrow points in the positive
Answer: a) constant southeast field; b) leftward field tilted up or down depending on
4.29. Gradient of (Lab 13, Example 3)
Find the gradient vector field of
Click to see the solution
Key Concept: The gradient is the vector of first partial derivatives.
For a two-variable scalar field,
Differentiate with respect to
Differentiate with respect to
Therefore
Answer:
4.30. Curl and Divergence of (Lab 13, Example 4)
Let
Click to see the solution
Key Concept: For
and
Here
Compute the curl:
so the
Next,
so the
Finally,
so the
Therefore
For divergence,
Thus
Answer:
4.31. Gradient Vector Fields (Lab 13, Task 2)
Find the gradient vector field of the following functions:
a)
b)
Click to see the solution
Key Concept: Differentiate with respect to one variable at a time and treat all other variables as constants.
a) For
For
Therefore
b) Let
Then
Therefore, away from the origin,
Answer: a)
4.32. Curl of (Lab 13, Task 3)
Compute the curl of
Click to see the solution
Key Concept: Use
Here
Compute:
so
Next,
so
Finally,
so
Therefore
Answer:
4.33. Divergence and the Identity (Lab 13, Task 4)
Compute the divergence of
Click to see the solution
Key Concept: Divergence differentiates each component with respect to its matching coordinate.
For
we have
Now let a general field be
Then
Taking divergence,
So
If second partial derivatives are continuous, mixed partials are equal:
All terms cancel, hence
Answer: For the given field,
4.34. Sketch (Lab 13, Homework 1)
Sketch the vector field
Click to see the solution
Key Concept: The vector at
On the positive
The origin is the only zero vector:
The magnitude is
so arrows grow farther from the origin. The
Answer: The field points outward from the origin, with vertical stretching stronger than horizontal stretching.
4.35. Describe a CAS Plot of (Lab 13, Homework 2)
Use a Computer Algebra System (CAS) to plot the vector field
Click to see the solution
Key Concept: The components are always nonnegative because
The horizontal component is
so it depends only on the distance from the
The vertical component is
so it depends only on the distance from the
Thus every vector points into the first-quadrant direction, except:
- on the
-axis, vectors are vertical upward; - on the
-axis, vectors are horizontal rightward; - at the origin, the vector is zero.
The field is symmetric with respect to both coordinate axes because both components contain squares.
Answer: The plot shows first-quadrant-pointing arrows, symmetric across both axes, with arrow lengths increasing away from the coordinate axes.
4.36. Gradient of (Lab 13, Homework 3)
Find the gradient vector field of
Click to see the solution
Key Concept: Apply the chain rule to
Write
Then
and
Therefore
where
Answer:
4.37. Curl and Divergence of (Lab 13, Homework 4)
Compute both the curl and divergence of
Click to see the solution
Key Concept: Use the component formulas directly.
Here
The curl is
Compute:
Thus
The divergence is
Answer:
4.38. Verify (Lab 13, Homework 5)
Verify that
Click to see the solution
Key Concept: By definition,
Let
First,
Next,
Differentiate again with respect to
Finally,
Differentiate again with respect to
Therefore
equals
This is exactly
Answer:
4.39. Show That Is Conservative (Lab 13, Homework 6)
Show that
Click to see the solution
Key Concept: On a simply connected domain such as
Write
Compute the curl components:
so
Next,
so
Finally,
so
Therefore
Since the field is defined and continuously differentiable on all of
A potential function is visible by integrating
Indeed,
Answer:
4.40. Explain Why the Gravitational Field Is Conservative (Lab 13, Homework 7)
Explain why the gravitational field
Click to see the solution
Key Concept: A field is conservative if it is the gradient of a scalar potential function.
Let
The scalar function
is defined on the natural domain
we have
Thus
Answer:
4.41. Curl and Divergence of Logarithmic and Arctangent Fields (Lab 14, Task 1)
Find the curl and the divergence of the following vector fields:
a)
b)
Click to see the solution
Key Concept: For
and
a) Here
Compute the derivatives needed for the curl:
Therefore
For the divergence, each component is independent of its matching variable:
Hence
b) Now
The curl derivatives are
Thus
For the divergence,
Therefore
4.42. Determine Whether Vector Fields Are Conservative (Lab 14, Task 2)
Determine whether each vector field is conservative. If it is conservative, find a potential function
a)
b)
c)
d)
Click to see the solution
Key Concept: In the plane, a continuously differentiable field
a) Here
The domain is all of
Integrating
Then
so
Thus
b) Let
Then
So the field is conservative on
Differentiate with respect to
Compare with
Therefore
c) Let
Already one compatibility condition fails:
Since
d) Let
Again, check one curl component:
These are not equal in general. Hence the curl is not zero, so the field is not conservative.
Answer: a) conservative,
4.43. Scalar Line Integral Over a Line Segment (Lab 14, Task 3)
Calculate
where
Click to see the solution
Key Concept: For a scalar line integral, parametrize the curve and use
A convenient parametrization of the line segment is
Then
Along the curve,
Therefore
Compute:
Answer:
4.44. Scalar Line Integral Along a Helix (Lab 14, Task 4)
Calculate
along the curve
Click to see the solution
Key Concept: Along a parametrized curve, substitute the parametrization into the integrand and multiply by the speed.
Here
so
Also
and therefore
Thus
Answer:
4.45. Vector Line Integral Along Three Paths (Lab 14, Task 5)
Find the line integral of
from
a)
b)
c)
Click to see the solution
Key Concept: For a vector line integral,
a) For
So
Hence
b) For
The dot product is
Therefore
Compute term by term:
c) First parametrize
Thus
Next parametrize
So
Therefore
Answer: a)
4.46. Circulation and Flux of (Lab 14, Task 6)
Find the circulation and flux of
a) The circle
b) The ellipse
Click to see the solution
Key Concept: Green’s theorem gives circulation from
Here
so the circulation around any positively oriented simple closed curve is
For flux,
Thus the outward flux equals
a) The unit circle has area
b) The ellipse has semiaxes
Answer: a) circulation
4.47. Potential Function and Line Integral by the Fundamental Theorem (Lab 14, Task 7)
Find a function
where
Click to see the solution
Key Concept: If
Let
Start with
Differentiate this expression with respect to
Since
Since
The curve starts at
and ends at
Therefore
Compute:
So
Answer:
4.48. Green’s Theorem on a Rectangle (Lab 15, Task 1)
Evaluate
where
Click to see the solution
Key Concept: Green’s theorem converts
Here
Then
So
The rectangle is
Integrating first in
Answer:
4.49. Green’s Theorem on an Ellipse With Odd Symmetry (Lab 15, Task 2)
Evaluate
where
Click to see the solution
Key Concept: Green’s theorem often exposes symmetry that is hidden in the boundary integral.
Let
Then
Therefore
The ellipse is symmetric about the
Answer:
4.50. Work Around a Triangular Path by Green’s Theorem (Lab 15, Task 3)
Use Green’s theorem to find the work done by
moving a particle counterclockwise along the closed triangle
Click to see the solution
Key Concept: Work around a closed plane curve is the circulation
Here
By Green’s theorem,
Compute the derivatives:
So the integrand is
The triangle is
Thus
Separate the two pieces:
and
Therefore
Answer:
4.51. Surface Integral Over a Parabolic Cylinder (Lab 15, Task 4)
Integrate
Click to see the solution
Key Concept: Parametrize the surface and use
Use the parametrization
Then
Their cross product has magnitude
Since
Use
Multiplying by the
Answer:
4.52. Surface Integral of Over the Unit Sphere (Lab 15, Task 5)
Integrate
Click to see the solution
Key Concept: Use symmetry on the sphere: the integrals of
On the unit sphere,
By symmetry,
Adding these three equal integrals gives
The surface area of the unit sphere is
Therefore
Answer:
4.53. Surface Integral Over a First-Octant Plane (Lab 15, Task 6)
Integrate
that lies in the first octant.
Click to see the solution
Key Concept: Write the plane as a graph
Solve for
In the first octant,
The surface element for
Here
On the plane,
Therefore
where
Thus
Answer:
4.54. Flux Through a Parabolic Cylinder (Lab 15, Task 7)
Find the flux of
through the surface cut from the parabolic cylinder
Click to see the solution
Key Concept: For an oriented parametrized surface, flux is
The surface can be parametrized by
Since
Compute
Choose
This normal points away from the
On the surface,
Therefore
The flux is
Integrate in
The odd term
Answer:
4.55. Flux of Through a First-Octant Sphere (Lab 15, Task 8)
Find the flux of
in the first octant, directed away from the origin.
Click to see the solution
Key Concept: On a sphere of radius
Since
Use spherical coordinates on the sphere:
The first octant corresponds to
Therefore
This simplifies to
The angular integrals are
Hence
Answer:
4.56. Outward Flux Through a Closed Paraboloid Surface (Lab 15, Task 9)
Find the flux of
outward through the closed surface consisting of the paraboloid
and the disk
Click to see the solution
Key Concept: Because the surface is closed, the divergence theorem is the fastest method.
The divergence is
The enclosed solid is
In cylindrical coordinates,
Its volume is
Compute:
By the divergence theorem,
Answer:
4.57. Circulation and Flux Around a Square (Lab 15, Homework 1)
Find the counterclockwise circulation and the outward flux of
around and across the boundary of the square
Click to see the solution
Key Concept: For
and the flux form gives
Here
For circulation,
so
Thus
For flux,
Therefore
Separate the variables:
Answer: circulation
4.58. Surface Integral Over a Spherical Cap Above a Cone (Lab 15, Homework 2)
Integrate
that lies above the cone
Click to see the solution
Key Concept: Symmetry can make a surface integral zero even before doing the full calculation.
The sphere has radius
On the sphere,
Thus
The surface element on the sphere is
So the integrand contains a factor
Since
the whole surface integral is zero.
Answer:
4.59. Upward Flux Through a Plane Above a Square (Lab 15, Homework 3)
Find the flux of
upward across the portion of the plane
that lies above the square
Click to see the solution
Key Concept: For a graph
Solve the plane equation for
Then
so the upward vector surface element is
On the plane,
Therefore
Simplify:
The flux is
Compute the terms:
and
Therefore
Answer:
4.60. Interpret Basic Vector Fields (Chapter 4, Illustrative Examples)
The source gives three basic examples of vector fields:
- The tangent vectors
and normal vectors along a space curve . - The gradient field
attached to points of a level surface of a scalar function . - The velocity field of a flowing fluid.
Click to see the solution
Key Concept: A vector field assigns a vector to each point of its domain. The domain may be a region in space, a surface, or only a curve.
1. Tangent and normal fields along a curve. If a particle moves along a curve
As
also assigns a direction to each point of the curve. This is not usually a field on all of space; it is a field whose domain is the curve itself.
2. Gradient field on level surfaces. If
At a point on a level surface
3. Velocity field of a fluid. In a fluid, the vector attached to a point is the instantaneous velocity of the small particle of fluid passing through that point. Its direction gives the local direction of motion, and its magnitude gives speed. This is why vector fields are the natural language for flow, circulation, and flux.
Answer: These are all vector fields because each construction attaches a vector to each point of a chosen domain: a curve, a level surface, or a spatial flow region.
4.61. Check a Conservative Field and Its Potential (Chapter 4, Example 1)
The field
is conservative over its natural domain, and
is a potential function for it. Check why.
Click to see the solution
Key Concept: To check that
Differentiate
Differentiate with respect to
Differentiate with respect to
Thus
Since
Answer:
4.62. Conservative Polynomial Vector Field (Chapter 4, Example 2)
Show that
Click to see the solution
Key Concept: Either check the curl or directly recognize the components as partial derivatives of one scalar function.
We want
where
Differentiate this expression with respect to
The field requires
Therefore
Now differentiate with respect to
The field requires
Thus
Therefore a potential function is
Answer:
4.63. Divergence of a Polynomial Vector Field (Chapter 4, Example 3)
For the field
Click to see the solution
Key Concept: Divergence differentiates each component with respect to its own coordinate.
Here
Therefore
Compute:
because
and
Thus
Answer:
4.64. Curl and Divergence of Four Vector Fields (Chapter 4, Task 1)
Find the curl and the divergence of each vector field:
. . . .
Click to see the solution
Key Concept: For
and
1. Let
Then
and
So
The divergence is
2. Let
Then
and
Hence
The divergence is
3. Let
Then
and
So
Since each component is independent of its own matching variable,
4. Let
Then
and
Therefore
The divergence is
4.65. Determine Whether Vector Fields Are Conservative (Chapter 4, Task 2)
Determine whether each vector field is conservative. If it is conservative, find
. . . .
Click to see the solution
Key Concept: If the domain is simply connected, a continuously differentiable vector field is conservative exactly when its curl is zero. To find a potential, integrate one component and match the others.
1. Here
Check one compatibility condition:
These are not equal in general. Therefore the field is not conservative.
2. Here
Check:
These are not equal in general. Therefore the field is not conservative.
3. Here
Integrate
Then
Since this must equal
Since this must equal
So the field is conservative.
4. Here
Integrate
Then
Matching
Matching
So the field is conservative.
Answer: 1) not conservative; 2) not conservative; 3) conservative with
4.66. Prove Basic Vector Calculus Identities (Chapter 4, Task 3)
Let
Click to see the solution
Key Concept: The identities follow from component formulas and ordinary product rules for partial derivatives.
The source slide contains repeated
and
Let
For divergence linearity,
Using linearity of partial derivatives,
Curl linearity is proved the same way by applying linearity to each component of
For the divergence product rule,
Apply the product rule:
Group terms:
Thus
For the curl product rule, compute
Expanding each component by the product rule gives one group equal to
Answer: The four corrected identities are proved componentwise using linearity and the product rule.
4.67. Scalar Line Integral Over an Upper Semicircle (Chapter 4, Example 4)
Calculate
Click to see the solution
Key Concept: For a scalar line integral, parametrize the curve and use
The upper half of the unit circle is
Then
so
Substitute into the integral:
Compute the two terms separately:
For the second term, let
Therefore
Answer:
4.68. Scalar Line Integral Along Two Different Paths (Chapter 4, Example 5)
Calculate
is the line segment joining the origin to . , where joins the origin to and joins to .
Click to see the solution
Key Concept: Scalar line integrals depend on the path because both the function values and the arc length element can change.
1. Direct segment. Parametrize the line by
Then
The integrand becomes
Hence
2. Piecewise path. For
so
Thus
For
so
Thus
Therefore
Answer: Direct segment:
4.69. Line Integral with Respect to , , and (Chapter 4, Example 6)
Calculate
Click to see the solution
Key Concept: For integrals with
For
Then
So
This simplifies to
Therefore
For
Then
Thus
So
Hence
Answer:
4.70. Scalar Line Integral Exercises (Chapter 4, Task 4)
Compute the following scalar line integrals:
, where is the straight-line segment from to . along , .- Integrate
over the path followed by followed by from to :
- Calculate
, where goes along the parabola from to , then returns to the origin along . - Calculate
, where is the unit square traversed counterclockwise.
Click to see the solution
Key Concept: Parametrize each curve piece and replace
1. The segment is
Then
Hence
2. Here
Also,
so
Therefore
3. On
On
On
Adding,
4. For the parabola
So
For the line
Thus
Therefore
5. Break the square into four sides. On the bottom side
On the right side
On the top side
On the left side
So
Answer: 1)
4.71. Work Along a Space Curve (Chapter 4, Example 7)
Find the work done by
Click to see the solution
Key Concept: Work is
We have
Along the curve,
Thus
Dot with
Therefore
Compute:
Answer:
4.72. Vector Line Integral Along a Parametric Curve (Chapter 4, Example 8)
Calculate
and
Click to see the solution
Key Concept: Substitute the parametrization into the field and dot with the velocity vector.
We have
Along the curve,
So
Then
Therefore
Integrate term by term:
and
Thus
Answer:
4.73. Circulation Around the Unit Circle (Chapter 4, Example 9)
Find the circulation of
Click to see the solution
Key Concept: Circulation is the line integral
On the circle,
so
Also,
Then
Simplify:
Thus
Answer:
4.74. Flux Across the Unit Circle (Chapter 4, Example 10)
Find the outward flux of
Click to see the solution
Key Concept: For counterclockwise orientation, outward flux is
Use
Then
Here
Thus
Substitute:
The mixed terms cancel:
Answer:
4.75. Work, Circulation, and Flux Exercises (Chapter 4, Task 5)
Solve the following.
1. Find the work done by each field from
Paths:
and
2. Find the circulation and outward flux of
around/across the unit circle and the ellipse
3. Find the outward flux of
across the circle
Click to see the solution
Key Concept: For work use
1. Work values.
For
and
For
and
For
and
2. Circulation and flux.
For the unit circle
For the ellipse
3. Flux across the circle of radius
Use
For
For
Answer: The values are listed above.
4.76. Fundamental Theorem of Line Integrals (Chapter 4, Example 11)
Calculate
and
Click to see the solution
Key Concept: If
Find a potential. Since
integrate with respect to
Then
We need
so
Thus
The endpoints are
Therefore
Compute:
So
Answer:
4.77. Zero Curl But Not Conservative (Chapter 4, Example 12)
Let
Show that
Click to see the solution
Key Concept: Zero curl is not enough on a domain with a hole.
The natural domain is
which has a hole at the origin.
Let
A direct derivative calculation gives
so
Thus the curl is zero away from the origin.
Now integrate around the unit circle:
Then
and
Therefore
If a field were conservative, every closed-loop integral would be zero. Hence this field is not conservative on its natural domain.
Answer:
4.78. Use a Potential Function to Evaluate Line Integrals (Chapter 4, Task 6)
Find a function
1.
2.
Click to see the solution
Key Concept: Once a potential function is found, only the endpoints matter.
1. Since
integrate with respect to
Then
Matching the second component gives
Matching the third component gives
The endpoints are
So
2. Since the second component is
Then
Matching the first and third components gives
The endpoints are
Therefore
Answer: 1)
4.79. Green’s Theorem on a Circle (Chapter 4, Example 13)
Calculate
where
Click to see the solution
Key Concept: Green’s Theorem replaces a closed line integral by a double integral over the enclosed region.
Here
Green’s Theorem gives
where
Compute:
Therefore
So
Answer:
4.80. Green’s Theorem on a Region With a Hole (Chapter 4, Example 14)
Let
Calculate
Click to see the solution
Key Concept: The field is singular at the origin, so apply Green’s Theorem to the region between
Let
On the punctured region, the curl is zero:
Green’s Theorem gives
Thus
Parametrize
Then
and
Therefore
So
Answer:
4.81. Green’s Theorem Exercises (Chapter 4, Task 7)
Use Green’s Theorem to evaluate the following line integrals and circulation/flux problems.
Click to see the solution
Key Concept: For positive orientation,
For outward flux of
1.1 For
so
Thus
1.2 For
Using
1.3 For
The ellipse is symmetric about the
1.4 For
Therefore
2. For
Circulation:
The region is
Flux:
Thus
3. For
So
Over
4. For the quarter circle of radius
we have
The region is
5. For
and any positively oriented simple closed curve enclosing the origin, use a circle
so
Hence the original integral is
6. For
Circulation:
Thus
Flux:
Thus
7. For the cardioid
the outward flux is
In polar coordinates this is
This is the Green’s-Theorem reduction of the flux to an ordinary double integral over the cardioid.
The first term integrates to zero because the cardioid is symmetric about the
provided the cardioid region does not cross the singular line
8. For the region bounded above by
and the counterclockwise circulation is
Equivalently,
Thus the exact value is
The source notation is ambiguous because
4.82. Parametrize a Plane, Cone, and Sphere (Chapter 4, Examples 15-17)
Give standard parametrizations for a plane through a point, the cone
Click to see the solution
Key Concept: A parametrization writes every point of a surface as a vector function of two parameters.
Plane. If the plane passes through
If
Cone. For
Sphere. For
where
Answer: The parametrizations are listed above.
4.83. Surface Area of a Cone (Chapter 4, Example 18)
Find the surface area of the cone
Click to see the solution
Key Concept: For a parametric surface,
Use
with
Then
The cross product is
Thus
Therefore
Answer:
4.84. Surface Area of a Sphere (Chapter 4, Example 19)
Find the surface area of a sphere of radius
Click to see the solution
Key Concept: Use the spherical parametrization and compute the surface area element.
Parametrize the sphere by
where
For this parametrization,
Therefore
Compute:
so
Answer:
4.85. Surface Area of an Explicit and an Implicit Surface (Chapter 4, Example 20)
State the surface area formulas for explicit and implicit surfaces, and apply them carefully.
Click to see the solution
Key Concept: A graph
For
For an implicit surface
Thus
For the sphere
Then
If the surface is projected to the
Since
This is the correct surface element over any projected region where
For the spherical-band example from the source, the written bounds contain a typo because the sphere
Using that projected annulus on one chosen sheet of the sphere gives
Compute the radial integral by the substitution
Therefore the area of one projected sheet over this annulus is
If both the upper and lower sheets over the same annulus are included, the area is doubled.
Answer: Explicit graph:
4.86. Parametric Surfaces and Surface Area Exercises (Chapter 4, Task 8)
Solve the parametric-surface and surface-area exercises.
Click to see the solution
Key Concept: For membership, solve for parameters. For identification, eliminate parameters. For area, compute the appropriate surface element.
1. Point membership.
For
For
2. Identify surfaces.
For
we get
which is a plane.
For
we have
so the surface is the paraboloid
For
we have
with
3. Parametric representations.
Plane through
Part of
Part of
Part of
where
4. Surface areas.
For
so
The triangle is
For the paraboloid
Use polar coordinates in the
4.87. Surface Integral Over a Cone (Chapter 4, Example 21)
Integrate
Click to see the solution
Key Concept: For the graph
Here
Over the disk
Therefore
Use polar coordinates:
Thus
Answer:
4.88. Surface Integral Over a Slanted Cylinder (Chapter 4, Example 22)
Evaluate
Click to see the solution
Key Concept: Split a piecewise smooth surface into simpler pieces.
Write
where
For
with
The surface element is
For
For
Therefore
The integral of
Thus
Answer:
4.89. Surface Integrals of Scalar Functions (Chapter 4, Task 9)
Evaluate the scalar surface integrals from the exercises.
Click to see the solution
Key Concept: Convert each surface integral to a double integral using an appropriate parametrization or graph formula.
1. Evaluate
Since
Also
Thus the integrand becomes
2. Integrate
Therefore
3.1 For
Then
Thus
3.2 For
Then
3.3 For
On the unit sphere,
3.4 For
The surface element is
Also
Thus
3.5 For
Answer: The values are 1)