True or false: If a function is continuous on a closed, bounded interval, then it must attain both an absolute maximum and an absolute minimum on that interval.
7. Optimization and Approximation Online Quiz Questions
Use this free practice quiz with 20 questions to review 7. Optimization and Approximation, test your knowledge, and prepare for your next test or exam.
In an optimization model, what is the main purpose of using the constraint equation?
- A
Choose a numerical answer before defining any variables.
- B
Use the constraint to express the objective in terms of one independent variable when possible.
- C
Ignore the physical domain because the derivative determines the answer completely.
- D
Replace the objective with an unrelated quantity that is easier to differentiate.
The linearization of a differentiable function f at x=a is .
For the demand equation p(q)=100-2q and cost C(q)=20q+100, how many units should be sold to maximize profit? Enter the number of units as a whole number.
Which situations can cause Newton’s method to fail or become unusable? Select all correct choices.
- A
The derivative at an iterate is zero.
- B
The initial guess is written as a decimal rather than a fraction.
- C
An iterate moves into an unsuitable part of the domain.
- D
The sequence of approximations oscillates or diverges.
- E
The function has a tangent line at every point in its domain.
True or false: Whenever f'(c)=0, the function f necessarily has a local maximum or local minimum at x=c.
- A
True
- B
False
For y=f(x), the differential dy is defined by dy=.
What is the absolute minimum value of f(x)=x^3-3x on the interval [-2,2]? Enter the value as an integer.
Which steps are required when finding the absolute extrema of a continuous function on a closed interval? Select all correct choices.
- A
Evaluate the function at both endpoints.
- B
Find interior points where f'(x)=0.
- C
Evaluate only the point with the largest x-coordinate.
- D
Include interior points where f'(x) is undefined.
- E
Compare all resulting function values.
Newton’s method is applied to f(x)=x^2-10 with initial guess x₀=3. What is the next approximation x₁, rounded to seven decimal places?
- A
3.0000000
- B
3.1666667
- C
3.3333333
- D
6.0000000
A closed cylindrical can must have fixed volume V. Explain how to use derivatives to find the radius and height that require the least material. Include the constraint, the one-variable surface-area function, the critical-point equation, the resulting dimensions, and a justification that the result is a minimum.
If q represents the quantity sold and p(q) is the price per unit, which expression represents total revenue?
- A
R(q)=q p(q)
- B
R(q)=p(q)/q
- C
R(q)=q+p(q)
- D
R(q)=C(q)-q p(q)
True or false: If a function is continuous on a closed, bounded interval, then it must have both an absolute maximum and an absolute minimum on that interval.
- A
True
- B
False
Which statement describes a constraint equation in an optimization model?
- A
It identifies the quantity to be maximized or minimized.
- B
It expresses a condition that the variables must satisfy.
- C
It lists the physically or economically meaningful values of the variable.
- D
It always gives the restriction imposed on the variables instead of measuring the quantity being optimized.
A projectile has height h(t)=−16t2+64t+5 feet. What is its maximum height?
- A
1 ft
- B
5 ft
- C
69 ft
- D
128 ft
A rectangle has perimeter 40 meters. Which dimensions maximize its area?
- A
5 m by 15 m
- B
8 m by 12 m
- C
9 m by 11 m
- D
10 m by 10 m
A cylindrical can has fixed volume V, radius r, and height h. Which equation expresses h in terms of r and V using the volume constraint?
- A
h=πr2V
- B
h=πrV
- C
h=Vπr2
- D
h=2πr2V
A product has demand equation p(q)=100−2q and cost C(q)=20q+100. How many units should be sold to maximize profit?
- A
10 units
- B
20 units
- C
40 units
- D
60 units
Use the linearization of f(x)=x at a=4 to approximate 4.1. Enter the result to three decimal places.
Newton’s method is applied to f(x)=x2−10 with initial guess x0=3. Using xn+1=21(xn+xn10), enter the exact value of x1 as a fraction.