Q.Show that the semi-vertical angle of the cone of the maximum volume and of given slant height is tan−12.
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Optimization Word Problems
Imagine planning a garden with 40 metres of fencing and wanting the largest rectangular area. A long, thin rectangle wastes space; a square feels roomier; somewhere in between lies the best shape. That is an optimisation problem — a fixed resource and a quantity to make as large (or as small) as possible.
Every optimisation word problem has the same skeleton: the best outcome — maximum area, minimum cost, largest volume, shortest time — under a constraint — limited material, a fixed budget, a given perimeter.
The Plan of Attack
The problem gives you a story, not a graph. Your job is to turn it into a single-variable function and find its peak or valley:
- Name the quantity to optimise — call it Q, and write it using variables.
- Find the constraint — a relation between those variables (e.g. "perimeter =40").
- Reduce to one variable — use the constraint to eliminate the rest.
- Differentiate — solve Q′(x)=0 to find the critical points.
- Confirm — use Q′′(x)<0 for a maximum or Q′′(x)>0 for a minimum.
- Answer the question asked — give the actual dimensions/cost, not just x.
In board exams these problems almost always reduce to a quadratic or cubic. Once Q(x) is written, the calculus is mechanical.
The Garden, Worked
40 m of fencing encloses a rectangle; maximise the area.
- Objective: A=lw.
- Constraint: 2l+2w=40, so l+w=20.
- Reduce: w=20−l, giving A(l)=l(20−l)=20l−l2.
- Differentiate: A′(l)=20−2l=0⟹l=10.
- Confirm: A′′(l)=−2<0, a maximum.
So l=w=10 m — a 10 m × 10 m square.
A common slip: solving A′(l)=0 and stopping. Always check max vs min, and answer in the units asked.
The Common Families
| Problem type | Typical objective | Typical constraint |
|--------------|-------------------|--------------------| …
Concept: Optimization Word Problem — maximizing volume of a cone under a fixed slant height constraint.
Let the cone have slant height l (fixed), radius r, and height h. By Pythagoras, r2+h2=l2. Volume is V=31πr2h=31π(l2−h2)h.
Differentiate V with respect to h and set to zero:
dhdV=31π(l2−3h2)=0⟹h=3l. …
For a cone with fixed slant height l, the volume is maximised when the semi-vertical angle θ satisfies tanθ=2. This is found by expressing volume in terms of θ, differentiating, and setting the derivative to zero.
We have a cone with a fixed slant height l. The slant height is the distance from the apex to any point on the circular base, measured along the sloping surface. The semi-vertical angle θ is the angle between the axis (height) and the slant height. Our job: find θ that gives the largest possible volume.
Why does this work? In optimisation problems with a constraint (here, fixed l), we express the quantity to be maximised — volume — in terms of a single variable. The slant height ties the radius r and height h together via l2=r2+h2. So we can write r and h in terms of θ and l, then volume becomes a function of θ alone. Differentiate, set to zero, and check it's a maximum.
Let's go step by step.
1. Relate the cone's dimensions to θ and l
In a right circular cone, the semi-vertical angle θ is at the apex, between the axis (height h) and the slant height l. So:
- sinθ=lr → r=lsinθ
- cosθ=lh → h=lcosθ
These follow directly from the right triangle formed by r, h, and l.
2. Write the volume in terms of θ
Volume of a cone: V=31πr2h
Substitute r and h:
V(θ)=31π(lsinθ)2(lcosθ)=31πl3sin2θcosθ
Since l is constant, maximising V is equivalent to maximising f(θ)=sin2θcosθ.
Ignoring constant factors (31πl3) simplifies differentiation — the location of the maximum is unchanged.
3. Differentiate f(θ) and set to zero
Let f(θ)=sin2θcosθ. Use the product rule:
f′(θ)=(2sinθcosθ)cosθ+sin2θ(−sinθ)
Simplify:
f′(θ)=2sinθcos2θ−sin3θ
Factor out sinθ:
f′(θ)=sinθ(2cos2θ−sin2θ)
For a maximum in (0,2π), set f′(θ)=0. sinθ=0 (since θ>0), so:
2cos2θ−sin2θ=0
4. Solve for θ …
Method: Optimizing via an Angle Parameter When the Slant Height Is Fixed
When a cone problem fixes the slant height l and asks about the semi-vertical angle θ, it is usually cleanest to express everything in terms of θ rather than r or h directly, because θ is a single independent variable once l is fixed.
Steps
Step 1: Express r and h in terms of θ and the fixed l
In the right triangle formed by the axis, the base radius, and the slant side:
sinθ=lr⟹r=lsinθ,cosθ=lh⟹h=lcosθ
Keep sin paired with the base radius and cos paired with the height — mixing these up is the single most common error in this method.
Step 2: Write the quantity to optimize (volume) in terms of θ alone
V(θ)=31πr2h=31πl3sin2θcosθ
Since l is a fixed constant, you may drop the constant factor 31πl3 and just maximize f(θ)=sin2θcosθ — this location of the maximum is unchanged, but the algebra becomes much lighter.
Step 3: Differentiate using the product rule and factor
f′(θ)=2sinθcos2θ−sin3θ=sinθ(2cos2θ−sin2θ) …
Common Mistakes
Mistake 1: Swapping sinθ=r/l and cosθ=h/l
Because the semi-vertical angle is measured from the axis, it is cosθ that pairs with the height and sinθ that pairs with the base radius. Reversing these two relations flips the final answer (you would get tanθ=21 instead of 2).
Mistake 2: Trying to differentiate the full expression with the constant 31πl3 still attached …
Showing the 12 most recent of 19 on this concept.
- AP EAPCET 2026Set eng-2026-05-18-FN1 markMCQQ.The maximum volume (in cu. m) of the right circular cone having slant height 3m. is (A) 6π (B) 33π (C) 34π (D) 23π
›Reveal solutionSolution
Express the cone's volume in terms of its height alone using the fixed slant height, then maximize; the maximum volume is 23π m3.
Concept and Intuition
With the slant height l fixed, radius and height are linked by r2+h2=l2 (Pythagoras on the cone's cross-section). This turns a two-variable optimization (over r and h) into a single-variable one, which we handle with ordinary calculus.
Step-by-Step Solution
- Given l=3, so r2+h2=9 ⇒ r2=9−h2 (with 0<h<3).
- Volume of a cone:
V=31πr2h=3π(9−h2)h=3π(9h−h3).
- Differentiate with respect to h and set to zero:
dhdV=3π(9−3h2)=0 ⇒ h2=3 ⇒ h=3.
- Check it's a maximum: dh2d2V=3π(−6h)<0 for h>0, confirming a maximum.
- Substitute back: …
- AP EAPCET 2022Set eng-2022-07-06-FN1 markMCQQ.The maximum area of a right angled triangle with hypotenuse h is (A) 22h2 (B) 2h2 (C) 2h2 (D) 4h2
›Reveal solutionSolution
Maximising the area of a right triangle with fixed hypotenuse h occurs at the isosceles case, giving area h2/4.
Concept and Intuition
For a right triangle with legs a,b and fixed hypotenuse h (so a2+b2=h2 is a constraint), the area 21ab is maximised by symmetry when a=b — this is a classic constrained-optimisation result, provable via calculus or the AM-GM inequality (a2+b2≥2ab, so ab≤2a2+b2=2h2, with equality iff a=b).
Step-by-Step Solution
- Let the legs be a and b=h2−a2 (from Pythagoras), and area S=21ah2−a2.
- Maximise S2=41a2(h2−a2) instead (avoids the square root). Let u=a2: S2=41u(h2−u), a downward parabola in u, maximised at u=h2/2.
- So a2=h2/2⇒a=h/2, and then b2=h2−a2=h2/2⇒b=h/2 too — the triangle is isosceles right-angled. …
- AP EAPCET 2022Set eng-2022-07-07-FN1 markMCQQ.The perimeter of a sector is constant. If its area is to be maximum, the sectorical angle should be (A) 6πc (B) 4πc (C) 4c (D) 2c
›Reveal solutionSolution
Expressing the sector's area purely in terms of its radius (using the fixed-perimeter constraint) and maximizing gives r=P/4, and back-substituting gives the optimal sectorial angle θ=2 radians.
Concept and Intuition
A circular sector's boundary consists of two straight radii and one arc, so its perimeter is P=2r+rθ. Since P is held fixed, θ is not a free variable — it is determined by r. This turns the two-variable area formula A=21r2θ into a single-variable optimisation problem in r alone.
Step-by-Step Solution
- Perimeter: P=2r+rθ (constant) ⇒θ=rP−2r.
- Area: A=21r2θ=21r2⋅rP−2r=21r(P−2r)=2Pr−r2.
- Differentiate w.r.t. r: drdA=2P−2r. Set to zero: r=4P.
- Second derivative dr2d2A=−2<0, confirming a maximum.
- Substitute back into θ=rP−2r: with r=P/4, θ=P/4P−P/2=P/4P/2=2. …
- AP EAPCET 2022Set eng-2022-07-07-AN1 markMCQQ.If an open cylinder of given surface area has maximum volume then its radius is (A) Height of the cylinder (B) Height of the cylinder / 2 (C) 2 times Height of the cylinder (D) 3 times Height of the cylinder
›Reveal solutionSolution
A constrained-optimisation problem: maximise the volume of an open cylinder for a fixed surface area. Answer: the radius equals the height (r=h).
Concept and Intuition
"Open" cylinder means it has only one circular base (like a cup, no lid), so its total surface area is base + lateral surface, S=πr2+2πrh — different from a closed cylinder (two bases) which would give a different optimum (h=2r). Fixing S lets you express h in terms of r, turning the volume into a single-variable function of r to maximise.
Step-by-Step Solution
- Surface constraint: S=πr2+2πrh⇒h=2πrS−πr2.
- Volume: V=πr2h=πr2⋅2πrS−πr2=2r(S−πr2)=2Sr−πr3.
- Differentiate w.r.t. r and set to zero: drdV=2S−3πr2=0⇒S=3πr2. …
- AP EAPCET 2023Set eng-2023-05-19-FN1 markMCQQ.If the height of a cone of greatest volume that can be inscribed in a sphere of radius R is kR, then ratio of the volume of the cone to the volume of the sphere is (A) 8:27 (B) 27:64 (C) 8:125 (D) 4:5
›Reveal solutionSolution
Standard optimization: the cone of greatest volume inscribed in a sphere has height 4R/3, and its volume is 8/27 of the sphere's.
Concept and Intuition
Setting the base circle of the cone at height h above the sphere's lowest point (with apex at that lowest point), the base radius satisfies r2=2Rh−h2 by the geometry of the circle. Maximizing V(h)=31πr2h gives the classical height 34R.
Step-by-Step Solution
- r2=R2−(h−R)2=2Rh−h2.
- V(h)=31πr2h=31π(2Rh2−h3).
- dhdV=31π(4Rh−3h2)=31πh(4R−3h); setting this to 0 (excluding h=0) gives h=34R, so k=34.
- At this h: r2=2R⋅34R−(34R)2=38R2−916R2=98R2.
- Vmax=31π⋅98R2⋅34R=8132πR3.
- Vsphere=34πR3. …
- AP EAPCET 2022Set eng-2022-07-04-AN1 markMCQQ.A closed cylinder of given volume will have least surface area when the ratio of its height and base radius is (A) 2:1 (B) 1:2 (C) 2:3 (D) 3:2
›Reveal solutionSolution
Minimising the total surface area of a closed cylinder for a fixed volume, via ordinary calculus, gives the classic result h=2r, i.e. height-to-radius ratio 2:1.
Concept and Intuition
This is a standard optimisation problem: express the surface area as a function of one variable (using the volume constraint to eliminate the other), then find where its derivative vanishes.
Step-by-Step Solution
- Volume constraint: V=πr2h⇒h=πr2V.
- Total surface area (closed cylinder, both circular ends included): S=2πr2+2πrh.
- Substitute h: S=2πr2+2πr⋅πr2V=2πr2+r2V.
- Differentiate with respect to r: drdS=4πr−r22V.
- Set to zero: 4πr=r22V⇒4πr3=2V⇒r3=2πV.
- Since V=πr2h: r3=2ππr2h=2r2h⇒r=2h⇒h=2r. …
- AP EAPCET 2021Set eng-2021-10-05-FN1 markMCQQ.From a rectangular sheet having dimensions 30 cm×80 cm, four equal squares of side x cm are cut at each corner. The remaining sides of the rectangle are folded up vertically so as to form an open rectangular box. Find the value of 'x' for which the volume of the box formed is maximum. (A) x=30 cm (B) x=20 cm (C) x=320 cm (D) x=15 cm
›Reveal solutionSolution
Express box volume as a function of the cut-square side x, maximize with calculus, and discard the root that isn't physically valid. The answer is (C).
Concept and Intuition
Cutting squares of side x from each corner and folding up gives a box of dimensions (30−2x)×(80−2x)×x. The volume is a cubic in x with two critical points; physically x must be less than half the shorter side (15 cm), which rules out one root.
Step-by-Step Solution
- V(x)=x(30−2x)(80−2x).
- Expand: (30−2x)(80−2x)=2400−60x−160x+4x2=2400−220x+4x2.
- V(x)=2400x−220x2+4x3.
- V′(x)=2400−440x+12x2. Set to 0: 12x2−440x+2400=0⇒3x2−110x+600=0.
- x=6110±1102−4(3)(600)=6110±12100−7200=6110±70, giving x=30 or x=320. …
- AP EAPCET 2023Set eng-2023-05-16-FN1 markMCQQ.Given that the solid obtained by rotating a rectangle about one of its side is a cylinder. If the perimeter of a rectangle is 48 cm and the volume of the cylinder formed by rotating it is maximum, then the dimensions of that rectangle is (A) 14, 10 (B) 20, 4 (C) 18, 6 (D) 8, 16
›Reveal solutionSolution
Maximise V=πr2h subject to 2(r+h)=48; the optimum rectangle is 8×16.
Concept and Intuition
Rotating a rectangle about one of its sides sweeps the opposite side around in a circle, producing a cylinder whose height equals the rotation-axis side and whose radius equals the other side. This converts a plane geometry optimisation into a single-variable calculus problem once the perimeter constraint eliminates one variable.
Step-by-Step Solution
- Let the side about which we rotate be h (height of the cylinder) and the other side be r (radius of the cylinder).
- Perimeter constraint: 2(h+r)=48⇒h+r=24⇒h=24−r.
- Volume: V(r)=πr2h=πr2(24−r)=π(24r2−r3).
- drdV=π(48r−3r2)=3πr(16−r). Setting this to zero: r=0 (rejected, degenerate) or r=16.
- Then h=24−16=8. …
- AP EAPCET 2021Set eng-2021-10-05-FN1 markMCQQ.A window is in the shape of a rectangle, with a semi-circle fused to one of its sides, as shown in the figure. [FIGURE] (a rectangle with a semi-circle attached to its right side, forming a window shape) If the perimeter of the window is fixed as 20 units, then its maximum area can be _____ sq. units. (A) π+4400 (B) π+420 (C) π+4100 (D) π+4200
›Reveal solutionSolution
This is a constrained optimization problem: maximize the area of a rectangle with a semicircle on one side, given a fixed perimeter of 20. The maximum area is π+4200, so the correct option is (D).
We have a window shaped like a rectangle with a semicircle attached to its right side. The semicircle’s diameter equals the height of the rectangle. The total perimeter is fixed at 20 units. We want the maximum possible area.
Why this approach works:
When a shape’s perimeter is fixed, the area is maximized by making the shape as “round” as possible — but here the shape is partly rectangular, so we need to balance the rectangle’s width and height. We’ll express area in terms of one variable, then use calculus (or completing the square) to find the maximum.
-
Define variables
Let the rectangle have width x (horizontal side) and height y (vertical side). The semicircle sits on the right side, so its diameter is y, and its radius is r=y/2.
-
Write the perimeter
The perimeter consists of:
- Left vertical side: y
- Top horizontal side: x
- Bottom horizontal side: x
- Right vertical side: y (but this is not part of the outer boundary — the semicircle replaces it)
- The curved semicircular arc: πr=π(y/2)
So total perimeter:
P=y+x+x+π2y=2x+y+2πy
Given P=20:
2x+y(1+2π)=20
- Solve for x in terms of y
2x=20−y(1+2π)⇒x=10−2y(1+2π)
Simplify:
x=10−2y−4πy
-
Write the area
Area = rectangle area + semicircle area:
- Rectangle: x⋅y
- Semicircle: 21πr2=21π(2y)2=8πy2
So:
A=xy+8πy2
Substitute x:
A=y(10−2y−4πy)+8πy2
A=10y−2y2−4πy2+8πy2
- Combine the y2 terms −4πy2+8πy2=−8πy2 So:
A=10y−2y2−8πy2
Factor y2:
A=10y−y2(21+8π)
Write 21=84, so:
A=10y−y2(84+π)
- Maximize using calculus …
-
- AP EAPCET 2021Set eng-2021-08-23-AN1 markMCQQ.If the area of a circular sector of perimeter 60 m is to be maximized, then its radius must be ______ m (A) 20 (B) 15 (C) 10 (D) 5
›Reveal solutionSolution
Expressing the sector's area purely in terms of r using the fixed-perimeter constraint gives A=30r−r2, maximized at r=15.
Concept and Intuition
A circular sector's perimeter includes the two straight radii plus the arc length: P=2r+rθ. Its area is A=21r2θ. Using the fixed perimeter to eliminate θ turns this into a single-variable optimization in r.
Step-by-Step Solution
- Perimeter: 2r+rθ=60⇒θ=r60−2r.
- Area: A=21r2θ=21r2⋅r60−2r=21r(60−2r)=30r−r2.
- Maximize: drdA=30−2r. Set to 0: r=15.
- Second derivative dr2d2A=−2<0, confirming a maximum. …
- AP EAPCET 2026Set eng-2026-05-15-AN1 markMCQQ.The maximum area of the rectangle that can be inscribed in a circle of radius r is (A) 43r (B) r2 (C) 4r2 (D) 2r2
›Reveal solutionSolution
The rectangle of maximum area that fits inside a circle is always a square; working through the calculus confirms the maximum area is 2r2.
Concept and Intuition
Every rectangle inscribed in a circle has its diagonal equal to the circle's diameter, since all four corners lie on the circle and the diagonal subtends the full circle. Among rectangles with a fixed diagonal, the one with maximum area is the square — this is the geometric content behind the calculus optimization below.
Step-by-Step Solution
- Let the rectangle have half-width x and half-height y (centered at the circle's center), so its full diagonal equals the diameter 2r: x2+y2=r2.
- Area A=(2x)(2y)=4xy.
- Maximize A subject to x2+y2=r2. Parametrize x=rcosθ, y=rsinθ, so A=4r2sinθcosθ=2r2sin2θ.
- A is maximized when sin2θ=1, i.e. θ=π/4, giving Amax=2r2. …
- AP EAPCET 2025Set eng-2025-05-22-AN1 markMCQQ.If the area of a right angled triangle with hypotenuse 5 is maximum, then its perimeter is (A) 12 (B) 23+13+5 (C) 7+21 (D) 5(2+1)
›Reveal solutionSolution
This tests the AM–GM / Lagrange idea that for a fixed hypotenuse, the right triangle of maximum area is isosceles; the perimeter then works out to 5(2+1).
Concept and Intuition
For a right triangle with hypotenuse h fixed, a2+b2=h2 is constant. The area is 21ab, so maximizing area means maximizing the product ab subject to a fixed sum of squares. By AM–GM, 2a2+b2≥ab, with equality exactly when a=b. So the symmetric (isosceles) right triangle always has the largest area for a given hypotenuse — no calculus needed, though calculus confirms it.
Step-by-Step Solution
- Let the legs be a,b with a2+b2=25 (hypotenuse =5).
- Area =21ab is maximized when a=b (AM–GM equality case), i.e. 2a2=25⇒a=b=25. …
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