Q.Find the maximum profit that a company can make, if the profit function is given by p(x)=41−72x−18x2
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Quadratic Extrema
Quadratic Extrema: From Intuition to Precision
Toss a ball straight up: it rises, slows, stops for an instant at the top, then falls. Plot its height against time and you get a parabola with exactly one turning point — a peak (maximum) or a valley (minimum). That single highest or lowest point is what quadratic extrema are about.
The Intuition First
A quadratic is f(x)=ax2+bx+c, with a=0; its graph is a parabola.
- If a>0, it opens upward (a U) and has a minimum at the bottom.
- If a<0, it opens downward and has a maximum at the top.
The turning point is the vertex. Every quadratic has exactly one vertex — that's the extremum.
Unlike cubic or higher-degree polynomials, a quadratic never has both a maximum and a minimum. It has one or the other.
The Precise Statement
For f(x)=ax2+bx+c with a=0:
- Vertex (extremum) at
x=−2ab
- Extremum value
f(−2ab)=c−4ab2
- Nature: a>0 → minimum; a<0 → maximum.
Vertex=(−2ab,c−4ab2)
Why That x? A Quick Derivation
Complete the square:
f(x)=a(x+2ab)2+(c−4ab2)
The squared term is always ≥0. When a>0, f(x) is smallest when the square is zero — at x=−2ab. When a<0, the largest value occurs at the same x.
The vertex's x-coordinate is also the average of the two roots (if they exist): x=2root1+root2.
Common Mistake to Avoid
Don't confuse the sign of a with the sign of the extremum value. With a>0 you always have a minimum, but that minimum could be positive, negative, or zero. The shape tells you max vs min, not the number itself.
Example
Find the extremum of f(x)=2x2−8x+5. …
The key idea is that a quadratic profit function with a negative coefficient on x2 has a maximum at its vertex.
Step 1: The profit function is p(x)=41−72x−18x2. This is a downward-opening parabola (coefficient of x2 is −18<0), so the vertex gives the maximum profit.
Step 2: For a quadratic ax2+bx+c, the x-coordinate of the vertex is x=−2ab. Here a=−18, b=−72, so: …
A quadratic profit function with a negative x2 coefficient opens downward, so its maximum occurs at the vertex. For p(x)=41−72x−18x2, the vertex is at x=−2, giving a maximum profit of p(−2)=113.
The key insight here is that the profit function is a quadratic — a parabola. When the coefficient of x2 is negative, the parabola opens downward, meaning it has a single highest point (a maximum) and no minimum. In business problems, this shape is common: profit often rises to a peak at some optimal production level, then falls.
For any quadratic ax2+bx+c, the vertex (where the maximum or minimum occurs) is at x=−2ab. This formula comes from calculus (setting the derivative to zero) or from completing the square — either way, it’s the exact point where the parabola turns around.
Let’s apply it step by step.
- Identify the coefficients. The profit function is p(x)=41−72x−18x2. Rewrite it in standard form:
p(x)=−18x2−72x+41
So a=−18, b=−72, c=41.
- Find the vertex’s x-coordinate. Using x=−2ab:
x=−2(−18)(−72)=−3672=−2
The maximum profit occurs at x=−2.
A common mistake is to forget the negative signs. Here b=−72, so −b=72, and 2a=−36. The result is negative — that’s fine; x could represent something like a price change or time before launch, not necessarily a physical quantity that must be positive. …
Method: Maximizing a Quadratic Cost/Profit Function via the Vertex
Business-context "find the maximum profit/revenue/cost" questions are almost always a quadratic in disguise — the method is identical to finding a parabola's vertex, just applied to a modelling context.
Steps
Step 1: Confirm the profit (or revenue/cost) function is genuinely quadratic and identify a, b, c.
Write the function in standard form p(x)=ax2+bx+c, being careful to correctly identify the sign of each coefficient — profit functions often list terms in a scrambled order (constant first, then a subtraction, then the squared term).
Step 2: Check the sign of a to confirm a maximum genuinely exists.
a<0⟹parabola opens downward⟹a genuine maximum exists at the vertex
If instead a>0, the vertex would give a minimum, and the "maximum profit" would be unbounded — always confirm this sign before proceeding.
Step 3: Compute the vertex's x-coordinate. …
Common Mistakes
Mistake 1: Losing a sign when substituting negative a and b into the vertex formula.
Why it's wrong: with a=−18 and b=−72, a careless student computes x=−2(−18)−72 and mishandles the double negative, landing on x=2 instead of the correct x=−2. Correct approach: substitute the signed values in one deliberate step, simplifying −−36(−72) carefully rather than cancelling signs by eye.
Mistake 2: Not checking that the coefficient of x2 is negative before calling the vertex a "maximum".
Why it's wrong: if a student skips confirming a<0 and blindly calls the vertex value the maximum profit, the conclusion would be wrong for any profit function that instead opens upward (which would have no maximum at all). Correct approach: state explicitly that a=−18<0, so the parabola opens downward and the vertex is genuinely the maximum. …
Showing the 12 most recent of 18 on this concept.
- AP EAPCET 2026Set eng-2026-05-18-AN1 markMCQQ.For a quadratic expression ax2+bx+c, if the minimum value 1249 exists at x=6−5, then 12c−5b= (A) 35 (B) 61 (C) 49 (D) 37
›Reveal solutionSolution
For a quadratic with a known vertex, the minimum value gives a direct relation between coefficients; using the vertex form and expanding yields a system that determines b and c in terms of a, and the condition that the minimum is 1249 fixes a, leading to 12c−5b=61.
The key insight is that a quadratic ax2+bx+c attains its extremum at x=−2ab. Here the minimum occurs at x=−65, so we can match that. Then the minimum value itself is f(−2ab)=c−4ab2, which we set equal to 1249. This gives two equations linking a, b, and c. The expression 12c−5b is independent of a after substitution — a neat cancellation.
- Vertex location gives a relation between b and a. The vertex x-coordinate is −2ab. We are told it equals −65.
−2ab=−65⇒2ab=65⇒b=35a.
- Minimum value gives another relation. The minimum value of ax2+bx+c (since a minimum exists, a>0) is
fmin=c−4ab2.
We are told this equals 1249. Substitute b=35a:
c−4a(35a)2=1249.
Simplify the fraction:
4a925a2=3625a.
So
c−3625a=1249.
- Solve for c in terms of a.
c=1249+3625a=36147+3625a=36147+25a.
- Form the expression 12c−5b. Substitute c and b: 12c−5b=12⋅36147+25a−5⋅35a. …
- AP EAPCET 2021Set eng-2021-08-20-AN1 markMCQQ.If the function f(x)=2x3−9ax2+12a2x+1 attains its maximum and minimum at 'p' and 'q' respectively such that p2=q, then 'a' equals ______ (A) 0 (B) 1 (C) 2 (D) −1
›Reveal solutionSolution
This uses the second-derivative test to identify which critical point is the max and which is the min, then solves the given algebraic relation between them. The answer is a=2.
Concept and Intuition
A cubic with a positive leading coefficient has a local max followed by a local min (as x increases), provided the two critical points are distinct. Locating them via f′(x)=0 and classifying with f′′(x) lets us assign p (max) and q (min) correctly, after which the given condition p2=q becomes a simple equation in a.
Step-by-Step Solution
- f(x)=2x3−9ax2+12a2x+1⇒f′(x)=6x2−18ax+12a2=6(x2−3ax+2a2)=6(x−a)(x−2a).
- Critical points: x=a and x=2a (distinct provided a=0).
- f′′(x)=12x−18a. At x=a: f′′(a)=12a−18a=−6a. At x=2a: f′′(2a)=24a−18a=6a.
- Assuming a>0: f′′(a)=−6a<0 (maximum at p=a), and f′′(2a)=6a>0 (minimum at q=2a). …
- AP EAPCET 2025Set eng-2025-05-21-AN1 markMCQQ.If ax2+bx+c<0 ∀x∈R and the expressions cx2+ax+b and ax2+bx+c have their extreme values at the same point x, then for the expression cx2+ax+b (A) Minimum value =34b (B) Maximum value =34a (C) Minimum value =43a (D) Maximum value =43b
›Reveal solutionSolution
This tests reading sign information out of "always negative" and "same extreme point" conditions, then computing a vertex value. Answer: Maximum value =43b.
Concept and Intuition
A quadratic Ax2+Bx+C has its extreme (vertex) value at x=−2AB, equal to C−4AB2, and that extreme is a minimum if A>0 and a maximum if A<0. The condition "ax2+bx+c<0 for all x" is a classic sign condition forcing a<0 (parabola opens down, entirely below the axis) and discriminant <0 (no real roots). Equating the two vertex x-locations links a,b,c together via bc=a2, and that single relation is enough to simplify the second vertex value cleanly.
Step-by-Step Solution
- ax2+bx+c<0 ∀x requires a<0 and b2−4ac<0.
- Vertex of ax2+bx+c is at x=−2ab; vertex of cx2+ax+b is at x=−2ca.
- Same extreme point: −2ab=−2ca⇒ab=ca⇒bc=a2.
- From b2−4ac<0 and b2≥0, we need 4ac>0⇒ac>0; since a<0, this forces c<0.
- Since bc=a2>0 and c<0, we get b<0. …
- AP EAPCET 2026Set eng-2026-05-14-AN1 markMCQQ.If the minimum value of f(x)=x2+2bx+2c2 is greater than the maximum value of g(x)=−x2−2cx+b2, x being real, then (A) ∣c∣>3∣b∣ (B) −1<c<2b (C) 2∣c∣>∣b∣ (D) No real values of b and c exist
›Reveal solutionSolution
minf=2c2−b2 must exceed maxg=b2+c2, which reduces to c2>2b2, i.e. 2∣c∣>∣b∣ — option (C).
f(x)=x2+2bx+2c2 is an upward parabola, so its minimum is at x=−b:
f(−b)=b2−2b2+2c2=2c2−b2.
g(x)=−x2−2cx+b2 is a downward parabola, so its maximum is at x=−c:
g(−c)=−c2+2c2+b2=b2+c2.
The condition minf>maxg gives …
- AP EAPCET 2022Set eng-2022-07-07-FN1 markMCQQ.The function f(x)=2x3−9ax2+12a2x+1 (a>0) attains its maximum and minimum at p and q respectively and p2=q. Then a= (A) 1 (B) 2 (C) 21 (D) 3
›Reveal solutionSolution
The critical points of the cubic are x=a (a maximum) and x=2a (a minimum); the condition p2=q becomes a2=2a, giving a=2.
Concept and Intuition
For a cubic with positive leading coefficient, the first critical point (smaller x) is a local maximum and the second (larger x) is a local minimum. Identifying which critical point is p (max) and which is q (min) correctly is essential before applying the given relation p2=q.
Step-by-Step Solution
- f(x)=2x3−9ax2+12a2x+1, so f′(x)=6x2−18ax+12a2=6(x2−3ax+2a2)=6(x−a)(x−2a).
- Critical points: x=a and x=2a (distinct since a>0).
- f′′(x)=12x−18a. At x=a: f′′(a)=12a−18a=−6a<0 (since a>0) — local maximum, so p=a.
- At x=2a: f′′(2a)=24a−18a=6a>0 — local minimum, so q=2a.
- Given p2=q: a2=2a⇒a2−2a=0⇒a(a−2)=0⇒a=0 or a=2. …
- AP EAPCET 2025Set eng-2025-05-22-FN1 markMCQQ.If (2k−1)x2−2(3k−2)x+4k>0 for every x∈R, then the sum of all possible integral values of k is (A) 21 (B) 27 (C) 36 (D) 28
›Reveal solutionSolution
A quadratic in x is positive for all real x iff its leading coefficient is positive and its discriminant is negative; solving both conditions on k and summing the integers in range gives 28.
Concept and Intuition
For f(x)=ax2+bx+c with a=0: f(x)>0 ∀x∈R iff a>0 and b2−4ac<0 (the parabola opens upward and never dips to or below the axis).
Step-by-Step Solution
- Here a=2k−1, b=−2(3k−2), c=4k.
- Leading coefficient positive: 2k−1>0⇒k>21.
- Discriminant negative:
b2−4ac=4(3k−2)2−4(2k−1)(4k)<0.
Divide by 4: (3k−2)2−4k(2k−1)<0.
4. Expand: (9k2−12k+4)−(8k2−4k)<0⇒k2−8k+4<0.
5. Solve k2−8k+4=0: k=28±64−16=28±48=4±23.
6. So the inequality holds for 4−23<k<4+23, numerically 0.536…<k<7.464…
7. Intersecting with k>21 from step 2 (which is already implied, since 0.536>0.5), the valid range is (0.536…, 7.464…). …
- AP EAPCET 2025Set eng-2025-05-26-FN1 markMCQQ.Let f(x)=x2+2bx+2c2 and g(x)=−x2−2cx+b2, x∈R. If b and c are non-zero real numbers such that minf(x)>maxg(x), then bc lies in the interval (A) (21,21) (B) (21,2) (C) (2,∞) (D) (0,1)
›Reveal solutionSolution
Find the vertex value of each quadratic (min of the upward one, max of the downward one) and turn the given inequality into a bound on bc; the answer is (2,∞).
Concept and Intuition
For f(x)=x2+2bx+2c2 (leading coefficient +1, opens upward), the minimum occurs at the vertex x=−b. For g(x)=−x2−2cx+b2 (leading coefficient −1, opens downward), the maximum occurs at its vertex x=−c. Once both extreme values are known in terms of b,c, the given inequality becomes a pure algebraic condition relating b and c.
Step-by-Step Solution
- f(x)=x2+2bx+2c2: vertex at x=−b (since f′(x)=2x+2b=0). minf=f(−b)=b2−2b2+2c2=2c2−b2.
- g(x)=−x2−2cx+b2: vertex at x=−c (since g′(x)=−2x−2c=0). maxg=g(−c)=−c2+2c2+b2=c2+b2.
- Condition: minf>maxg⇒2c2−b2>c2+b2.
- Simplify: 2c2−b2−c2−b2>0⇒c2−2b2>0⇒c2>2b2. …
- AP EAPCET 2024Set eng-2024-05-20-FN1 markMCQQ.If α and β are two double roots of x2+3(a+3)x−9a=0 for different values of a (α>β), then the minimum value of x2+αx−β=0 is (A) 469 (B) −469 (C) −435 (D) 435
›Reveal solutionSolution
Setting the discriminant of x2+3(a+3)x−9a=0 to zero gives two values of a whose double roots are −3 and 9; using these as α=9,β=−3, the quadratic x2+9x+3 has minimum −469.
Concept and Intuition
A "double root" of a quadratic (in x, with a as a parameter) is a repeated root, which happens exactly when the discriminant (in x) vanishes. Solving that discriminant condition for a gives the specific values of a for which this happens, and plugging each back gives the corresponding double-root value of x.
Step-by-Step Solution
- The quadratic in x: x2+3(a+3)x−9a=0. Its discriminant (with leading coefficient 1) is:
D=[3(a+3)]2−4(1)(−9a)=9(a+3)2+36a
- Set D=0 for a double root: 9(a2+6a+9)+36a=0⇒9a2+54a+81+36a=0⇒9a2+90a+81=0.
- Divide by 9: a2+10a+9=0⇒(a+1)(a+9)=0⇒a=−1 or a=−9.
- For a double root, x=−23(a+3) (vertex of the quadratic in x, since D=0).
- a=−1: x=−23(2)=−3.
- a=−9: x=−23(−6)=9.
- These two double-root values are α and β with α>β, so α=9, β=−3. …
- AP EAPCET 2023Set eng-2023-05-16-AN1 markMCQQ.The sum of the global minimum and global maximum values of the function f(x)=34x3−4x in [0,2] is (A) 0 (B) 8/3 (C) −8/3 (D) 1
›Reveal solutionSolution
Checking f at the endpoints and the critical point x=1 gives min −8/3 and max 8/3, summing to 0.
Concept and Intuition
Global extrema of a continuous function on a closed interval occur either at critical points (where f′=0) or at the endpoints.
Step-by-Step Solution
- f′(x)=4x2−4=4(x−1)(x+1); critical point in [0,2] is x=1.
- f(0)=0.
- f(1)=34−4=−38.
- f(2)=34(8)−8=332−8=38. …
- AP EAPCET 2022Set eng-2022-07-08-AN1 markMCQQ.If α,β are the roots of the equation 2x2+6x+k=0, then the maximum value of [βα+αβ] when k<0 is (A) 0 (B) 1 (C) -1 (D) -2
›Reveal solutionSolution
Expressing α/β+β/α via sum and product of roots reduces it to a function of αβ alone, whose supremum over the allowed negative range of αβ is −2.
Concept and Intuition
Symmetric functions of the roots of a quadratic are always expressible via the sum and product of roots (Vieta's formulas), turning a two-variable question into a one-variable optimization.
Step-by-Step Solution
- For 2x2+6x+k=0: sum of roots α+β=−3, product αβ=2k.
- βα+αβ=αβα2+β2=αβ(α+β)2−2αβ=αβ9−2αβ=αβ9−2.
- Given k<0, so αβ=2k<0. Let m=αβ<0; the expression is f(m)=m9−2.
- As m→0−, m9→−∞, so f(m)→−∞.
- As m→−∞, m9→0−, so f(m)→−2− (approaching −2 from below, never reaching or exceeding it). …
- AP EAPCET 2022Set eng-2022-07-07-AN1 markMCQQ.If a2+b2+c2=1, a,b,c∈R, then the set of extreme values of ab+bc+ca is (A) {21,2} (B) {−1,2} (C) {−1,21} (D) {2−1,1}
›Reveal solutionSolution
Two standard inequalities — (a+b+c)2≥0 and 21∑(a−b)2≥0 — bound ab+bc+ca between −21 and 1 given a2+b2+c2=1, and both bounds are attainable.
Concept and Intuition
Whenever a2+b2+c2 is fixed, the quantity ab+bc+ca is squeezed between two natural extremes: it is largest when a,b,c are all equal (perfectly aligned, maximizing cross terms) and smallest when a+b+c=0 (as spread out/opposed as possible while respecting the fixed sum of squares).
Step-by-Step Solution
- Upper bound: For any reals, 21[(a−b)2+(b−c)2+(c−a)2]≥0. Expanding: a2+b2+c2−ab−bc−ca≥0, so ab+bc+ca≤a2+b2+c2=1. Equality holds when a=b=c=±31. …
- AP EAPCET 2026Set eng-2026-05-15-FN1 markMCQQ.If f(x)=ax3+bx2+cx+1 attains an extreme value 2 at x=1 and another extreme value at x=32, then 2b+3c= (A) a (B) 2a (C) 3a (D) 4a
›Reveal solutionSolution
This tests using the sum and product of the roots of f′(x)=0 (the two extreme points) to relate b,c to a; the answer is 2b+3c=a.
Concept and Intuition
Extreme values of a cubic occur where its derivative vanishes. Since we're told the extrema are at x=1 and x=2/3, these are exactly the two roots of the quadratic f′(x)=3ax2+2bx+c=0, so Vieta's formulas connect b,c to a directly — the value f(1)=2 is extra information not needed to find 2b+3c in terms of a.
Step-by-Step Solution
- f′(x)=3ax2+2bx+c; its roots are 1 and 32.
- Sum of roots =1+32=35=−3a2b⇒b=−25a.
- Product of roots =1×32=32=3ac⇒c=2a. …
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