Quadratic Optimization: Core practice
10 practice problems for this lesson. Work on paper, use hints when you need them, and check the answer or the full solution when you are ready.
Difficulty: Core (core-course level)
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Problem 1 A best value and where it happens
For the quantity , with any real number, state whether it has a maximum or a minimum. Give the input where that happens and the value there.
- Hint 1
The sign of the leading coefficient decides whether the vertex is a lowest or a highest point.
- Hint 2
Locate the vertex input with , then substitute that input back to get the value there.
Answer
A minimum; it occurs at , and the value there is .
Full solution
The leading coefficient is , which is positive, so the parabola opens upward and its vertex is the lowest point.
The quantity therefore has a minimum.
The minimum occurs at the vertex input, read with and .
This is .
Substitute that input back into the quantity.
This is , so the minimum value is .
The input says where the minimum happens, and the value says how small the quantity gets.
Answer
A minimum; it occurs at , and the value there is .
Key idea
A positive leading coefficient makes the vertex a minimum, and its two coordinates answer two different questions.
- Hint 1
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Problem 2 A quantity written as a product
A quantity is given as a product, , where may be any real number. Find the input at which is greatest, and that greatest value.
- Hint 1
A product of two linear expressions is a quadratic, so its best value, greatest or least, sits at the vertex of its parabola.
- Hint 2
Multiply out to read off and , then use for the input. The factored form is the quicker one to evaluate there.
Answer
is greatest at ; the greatest value is .
Full solution
Multiply the two factors out.
The two terms collect as .
Read and , and take the vertex input.
This is , and since is negative the parabola opens downward, so that input is where is greatest.
Evaluating is quicker in the factored form: at the factors are and , so the greatest value is .
Answer
is greatest at ; the greatest value is .
Key idea
Expanding a factored quadratic exposes the and that locate its vertex, while the factored form is the quicker place to evaluate there.
- Hint 1
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Problem 3 The least value of a sum of two squares
For real , find the least possible value of .
- Hint 1
Combine the two squares into one quadratic.
- Hint 2
Write the total as one squared expression plus a constant to identify its smallest value.
Answer
.
Full solution
Expanding both squares and collecting like terms, the total is
Complete the square.
The squared term is zero or positive and vanishes at .
The least value is , checked directly by
Answer
.
Key idea
Adding two squares of linear expressions gives one quadratic, whose least value comes from completing its square.
- Hint 1
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Problem 4 A required long side
A rectangle has perimeter meters, and its length must be at least meters. Its width and length are positive real numbers. Find the greatest possible area and the dimensions that give it.
- Hint 1
Express one dimension in terms of the other using the perimeter.
- Hint 2
Find the vertex of the area quadratic and check whether that input meets the length restriction.
Answer
Greatest area square meters; length meters and width meters.
Full solution
Let the width be .
The length is , and the restriction gives .
The area is
Its vertex is at , outside this interval.
Completing the square gives
The value is greatest at the allowed width closest to , namely .
The length is meters and area is square meters.
Their perimeter is meters.
Answer
Greatest area square meters; length meters and width meters.
Key idea
A dimension restriction can move the best permitted rectangle away from the unrestricted square.
- Hint 1
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Problem 5 Admission and refreshments
An event charges dollars for admission and a required dollars for refreshments to each attendee. Predicted attendance is . The price may be any multiple of from through . Find the admission price that maximizes total receipts and the greatest total receipts.
- Hint 1
Each attendee pays the admission price plus the refreshment charge.
- Hint 2
Multiply the total charge by attendance, find the vertex input, and check that it is a permitted price.
Answer
Admission price dollars, or ; greatest total receipts dollars.
Full solution
Total receipts in dollars are
Expanding gives
The leading coefficient is negative, so the vertex gives a maximum.
This is , a permitted price.
Attendance is , and each attendee pays dollars.
Total receipts are dollars.
Answer
Admission price dollars, or ; greatest total receipts dollars.
Key idea
When each buyer pays an additional fixed charge, total receipts use that charge as well as the adjustable price.
- Hint 1
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Problem 6 A delayed recording
A ball has height feet at time seconds after launch. A camera begins recording second after launch and stops seconds after launch. How long after recording begins does the camera capture the greatest height, and what is that height?
- Hint 1
Find the time of the vertex using the launch clock.
- Hint 2
Check that this time falls inside the recording period, then convert to the camera’s elapsed time and evaluate the height.
Answer
seconds after recording begins; greatest height feet.
Full solution
The downward height quadratic peaks at
This is seconds after launch, within the recording period.
The camera has then been recording for seconds.
Substitute , the time on the launch clock, into the model, where and .
The height is feet.
Both times around the peak within the recording interval have smaller heights, so the camera captures the actual flight maximum.
Answer
seconds after recording begins; greatest height feet.
Key idea
Find the optimizing time in the model’s clock before converting it to another elapsed-time reference.
- Hint 1
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Problem 7 Two operating costs
Two machines must use the same whole-number setting . Their costs in dollars are and . Find the setting that minimizes their combined cost and the least combined cost.
- Hint 1
Combine the costs before optimizing, since both depend on the same setting.
- Hint 2
Find the vertex of the total and verify that its setting is allowed.
Answer
Setting ; least combined cost dollars.
Full solution
Add the two costs.
The leading coefficient is positive, so the vertex is a minimum at
This gives , an allowed whole number.
The separate costs are dollars and dollars, giving dollars in total.
The total also equals , confirming the minimum.
Answer
Setting ; least combined cost dollars.
Key idea
Optimize a combined cost as a single quantity when its parts must share one input.
- Hint 1
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Problem 8 A pricing claim
A shop sells items at a price of dollars each, where and is a whole number. Each item costs the shop dollars. A student says the price that gives the greatest revenue also gives the greatest profit. Decide whether this is correct by finding both prices.
- Hint 1
Revenue uses the full price per item, while profit uses price minus cost.
- Hint 2
Build and optimize the two products separately.
Answer
False; revenue is greatest at dollars, while profit is greatest at dollars.
Full solution
Revenue is
This downward quadratic has its vertex at .
Each item sold earns dollars once the shop's cost is taken off, and items sell, so profit is the product of those two.
Expanding gives , whose vertex is at .
Both are permitted whole-number prices.
Since the maximizing prices differ, the claim is false.
Answer
False; revenue is greatest at dollars, while profit is greatest at dollars.
Key idea
A cost per item changes the quadratic for profit and can change its maximizing price.
- Hint 1
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Problem 9 A higher launch
Two balls start at or above ground level with the same positive initial upward speed. One is launched from a platform feet higher than the other. Both follow until they reach the ground. A student says they reach their greatest heights at the same elapsed time, and the higher launch gives a greatest height exactly feet greater. Is the claim correct? Explain.
- Hint 1
Only the constant term differs in the two height models.
- Hint 2
Compare the two vertex times using only the leading and linear coefficients.
Answer
Yes; the peak times agree and the greatest heights differ by feet.
Full solution
The shared vertex time is
It is positive because , and it occurs during each flight.
The other model has the same leading and linear coefficients, so its peak time agrees.
At that time, as at every common modeled time, the higher ball’s height is the lower ball’s height plus .
Their greatest heights therefore differ by feet.
Answer
Yes; the peak times agree and the greatest heights differ by feet.
Key idea
Changing the starting height adds the same amount to the peak height while leaving the peak time unchanged.
- Hint 1
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Problem 10 A rounded setting
A machine’s score is , and must be a whole number from through . A student rounds the vertex input down and says that is the unique best setting. Is the claim correct? Give every best setting and the greatest permitted score.
- Hint 1
A quadratic's value depends only on how far the input is from the vertex input.
- Hint 2
Compare the distances of the two neighboring whole numbers from the vertex input.
Answer
False; and both give the greatest permitted score .
Full solution
The unrestricted vertex input is .
Both and are from it, so each gives
This equals .
Every other permitted whole number lies farther from and subtracts a larger square.
Thus there are two best settings.
Answer
False; and both give the greatest permitted score .
Key idea
Two permitted inputs equally close to the vertex can tie for the best quadratic value.
- Hint 1