Q.Show that height of the cylinder of greatest volume which can be inscribed in a right circular cone of height h and semi vertical angle α is one-third that of the cone and the greatest volume of cylinder is 274πh3tan2α.
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Optimization Word Problem
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 the volume of a cylinder inscribed in a cone.
Let the cone have height h and base radius R=htanα. Inscribe a cylinder of radius r and height H. By similar triangles, the cylinder’s top touches the cone’s slant surface, so:
Rr=hh−H⇒r=R(1−hH)=htanα(1−hH).
Volume of cylinder: V=πr2H=πh2tan2α(1−hH)2H.
Let x=H/h. Then V=πh3tan2α⋅(1−x)2x. Differentiate with respect to x:
dxdV=πh3tan2α[(1−x)2−2x(1−x)]=πh3tan2α(1−x)(1−3x). …
The problem is a classic optimisation under constraint: inscribe a cylinder in a cone and maximise its volume. The key is to express the cylinder’s radius in terms of its height using similar triangles, then differentiate. The optimal height is h/3 and the maximum volume is 274πh3tan2α.
We have a right circular cone of height h and semi-vertical angle α. That means the radius of the cone’s base is R=htanα. Inside this cone, we inscribe a cylinder of radius r and height x, with its axis along the cone’s axis. The cylinder touches the cone’s lateral surface all around — so the top face of the cylinder is a circle that just fits inside the cone at a certain height.
The key geometric insight: from a side view, the cone is a triangle, and the cylinder is a rectangle inscribed in it. The top corners of the rectangle lie on the sloping sides of the triangle. This gives a direct linear relation between r and x via similar triangles.
Let’s work it through.
- Set up the geometry. Draw the cone with vertex at the top and base at the bottom. Place the vertex at the origin of a coordinate system for convenience. The cone’s axis is vertical. At a distance y measured downward from the vertex, the radius of the cone’s cross-section is ytanα. The cylinder of height x sits inside: its top face is at some distance from the vertex, and its bottom face rests on the cone’s base (or somewhere inside — but for maximum volume, the cylinder will touch the cone’s lateral surface along its entire height, so its top face is at a distance d from the vertex, and its bottom face is at distance d+x). However, a cleaner approach: let the cylinder’s height be x, measured from the base upward. Then the distance from the vertex to the top of the cylinder is h−x. At that height, the cone’s radius is (h−x)tanα. This must equal the cylinder’s radius r, because the cylinder’s top edge touches the cone. So we have:
r=(h−x)tanα.
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Write the volume of the cylinder.
Volume V=πr2x=π[(h−x)tanα]2x=πtan2α⋅x(h−x)2.
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Maximise V with respect to x.
Since πtan2α is a positive constant, we maximise f(x)=x(h−x)2 for 0<x<h.
Differentiate:
f′(x)=(h−x)2+x⋅2(h−x)(−1)=(h−x)2−2x(h−x).
Factor (h−x):
f′(x)=(h−x)[(h−x)−2x]=(h−x)(h−3x).
- Set f′(x)=0. Either h−x=0 (which gives x=h, a degenerate cylinder of zero radius) or h−3x=0, so x=h/3. The second derivative test or sign analysis confirms this gives a maximum: for x<h/3, f′(x)>0; for x>h/3, f′(x)<0. …
Method: Optimizing a Cylinder Inscribed in a Cone (Similar Triangles)
This method finds the maximum volume of a cylinder inscribed in a cone by using similar triangles — rather than a sphere's Pythagorean constraint — to link the cylinder's radius and height, then reducing to a single-variable calculus problem.
Steps
Step 1: Set up the cone's dimensions and the similar-triangle relation
For a cone of height h and semi-vertical angle α, the base radius is R=htanα. Inscribe a cylinder of radius r and height x (measured from the cone's base) with its top rim touching the cone's slant surface. Measuring from the vertex, the cylinder's top is at a distance h−x, and the cone's radius there is (h−x)tanα — this must equal the cylinder's radius:
r=(h−x)tanα.
This is the similar-triangles constraint — always sketch the side view (a triangle with a rectangle inside it) to read this relation off directly.
Step 2: Write the volume in one variable
V(x)=πr2x=πtan2α⋅x(h−x)2.
Step 3: Differentiate and factor
V′(x)=πtan2α[(h−x)2−2x(h−x)]=πtan2α(h−x)(h−3x).
Setting V′(x)=0 gives x=h (degenerate, zero radius) or x=3h.
Step 4: Confirm the maximum via a sign check …
Common Mistakes
Mistake 1: Measuring the cylinder's radius from the vertex instead of from the base
A student sets r=xtanα (using x, the cylinder's own height measured from the base) instead of r=(h−x)tanα. Why it's wrong: the cone's radius at a given point depends on the distance from the apex, and the cylinder's top is at distance h−x from the apex, not x — using the wrong distance flips which factor decreases and changes the final answer. Correct approach: always sketch the side view and measure explicitly from the vertex down to the cylinder's top rim.
Mistake 2: Reporting x=h as a valid critical point …
- COMEDK 2025Set 2025-M1 markMCQQ.A solid S is made from a cylinder surmounted by a hemisphere on top with both its circular faces sharing a common centre. The radius of cylinder and radius of hemisphere are x cm. The height of the cylinder is (20−4x)cm and the volume of S is V=31πy. Find the maximum value of y. (A) 480 (B) 360 (C) 320 (D) 160
›Reveal solutionSolution
The problem asks for the maximum volume of a solid composed of a cylinder and a hemisphere. By writing the volume as a function of the radius x, differentiating, and checking constraints, we find the maximum value of y is 320, corresponding to option (C).
Concept and Intuition
We have a solid that is a cylinder topped with a hemisphere. Both share the same radius x. The cylinder’s height is given as 20−4x, so the total volume is the sum of the cylinder’s volume and the hemisphere’s volume. The volume is expressed as V=31πy, so y is essentially 3V/π. To maximize y, we maximize V. The key is to treat x as a variable, write V(x), then use calculus (or algebra) to find the maximum, while respecting that the height must be positive (so x<5) and the radius positive.
Step-by-step solution
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Write the volume of each part.
- Cylinder volume: πx2⋅height=πx2(20−4x).
- Hemisphere volume: half of a sphere of radius x, so 21⋅34πx3=32πx3.
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Total volume V as a function of x.
V(x)=πx2(20−4x)+32πx3=π(20x2−4x3+32x3)=π(20x2−310x3).
- Relate V to y. Given V=31πy, we have
31πy=π(20x2−310x3)⇒y=3(20x2−310x3)=60x2−10x3.
- Find the maximum of y(x). Differentiate:
dxdy=120x−30x2=30x(4−x).
Set derivative to zero: 30x(4−x)=0 gives x=0 (minimum, trivial) or x=4.
- Check constraints. …
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- COMEDK 2024Set 2024-M1 markMCQQ.The most economical proportion of the height of a covered box of fixed volume whose base is a rectangle with one side three times as long as the other, is (A) 23× shorter side of base (B) Equal to shorter side of base (C) 21× shorter side of base (D) 3 times shorter side of base
›Reveal solutionSolution
The problem asks for the height that minimizes the surface area (most economical) of a covered box with a fixed volume and a rectangular base where one side is three times the other. The optimal height equals the shorter side of the base, so the answer is option (B).
We are told the box has a fixed volume, and we want the "most economical proportion" — meaning the dimensions that use the least material (minimum surface area) for that volume. The base is a rectangle where one side is three times the other. Let the shorter side of the base be x, so the longer side is 3x. Let the height be h. The volume V is fixed, so:
V=(base area)×h=(x⋅3x)⋅h=3x2h
We want to minimize the total surface area (including the lid, since it's a covered box). The surface area S consists of:
- Top and bottom: each 3x2, so total 2⋅3x2=6x2
- Four sides: two of size x⋅h and two of size 3x⋅h, so total 2xh+2(3x)h=2xh+6xh=8xh
Thus:
S=6x2+8xh
Now we use the fixed volume to eliminate h:
h=3x2V
Substitute into S:
S(x)=6x2+8x⋅3x2V=6x2+3x8V
We minimize S with respect to x. Take the derivative:
dxdS=12x−3x28V
Set to zero:
12x=3x28V⇒36x3=8V⇒x3=368V=92V
So:
x=392V
Now find h from the volume relation:
h=3x2V=3(392V)2V
Simplify: x2=(92V)2/3, so:
h=3V⋅(2V9)2/3=3V⋅(2V)2/392/3=3V1−2/3⋅22/392/3=3V1/3⋅22/3(9)2/3
Now 92/3=(91/3)2=(32/3)2=34/3. So:
h=3V1/3⋅22/334/3=V1/3⋅34/3−1⋅2−2/3=V1/3⋅31/3⋅2−2/3
But x=(92V)1/3=V1/3⋅21/3⋅3−2/3. Compare h and x:
- COMEDK 2024Set 2024-A1 markMCQQ.The dimensions of the largest rectangle of side x and y that can be inscribed in the right angled triangle of sides a and b is (A) 2a,2b (B) 23a,23b (C) 4a,4b (D) a,b
›Reveal solutionSolution
The largest inscribed rectangle in a right triangle, with one vertex at the right angle, has dimensions half the legs: x=a/2 and y=b/2. The correct option is (A).
The problem asks for the dimensions of the largest rectangle that can be placed inside a right triangle, with one corner fixed at the right angle. The rectangle’s base lies along the horizontal leg a, its left side along the vertical leg b, and its top-right corner touches the hypotenuse. This is a classic optimization problem: we want to maximize the area A=x⋅y subject to the constraint that the point (x,y) lies on the hypotenuse.
Why this approach works:
The hypotenuse is a straight line connecting (0,b) to (a,0). Any point on it satisfies a linear relation between x and y. By expressing y in terms of x (or vice versa), the area becomes a quadratic function of one variable. The maximum of a quadratic occurs at its vertex, which we can find by symmetry or calculus. The result is beautifully simple: the rectangle’s dimensions are exactly half the triangle’s legs.
- Set up the coordinate system and the line of the hypotenuse. Place the right angle at the origin (0,0). Then the legs lie along the axes: the horizontal leg from (0,0) to (a,0), the vertical leg from (0,0) to (0,b). The hypotenuse connects (a,0) to (0,b). Its equation is:
ax+by=1
because the intercept form of a line is x/a+y/b=1.
- Express the rectangle’s dimensions and area. The rectangle has width x (along the base) and height y (along the left side). Its top-right corner (x,y) lies on the hypotenuse, so x and y satisfy the line equation. Solve for y:
y=b(1−ax)
The area is:
A(x)=x⋅y=x⋅b(1−ax)=b(x−ax2)
- Maximize the area. A(x) is a quadratic in x that opens downward (coefficient of x2 is negative). Its maximum occurs at the vertex. For a quadratic A(x)=−abx2+bx, the vertex is at: x=−2⋅(−ab)b=2a …
- COMEDK 2021Set 2021-B1 markMCQQ.In a △ABC, ∠B=90∘, and a+b=4, The area of the triangle is maximum when ∠C= (A) π/5 (B) π/6 (C) π/3 (D) π/4
›Reveal solutionSolution
The area is maximum at ∠C=π/3.
Since ∠B=90∘, side b (opposite B) is the hypotenuse. With A=90∘−C: a=bsinA=bcosC and c=bsinC.
Constraint: a+b=bcosC+b=b(1+cosC)=4⇒b=1+cosC4.
Area =21ac=21b2sinCcosC=41b2sin2C=(1+cosC)24sin2C. …
- COMEDK 2023Set 2023-E1 markMCQQ.A triangular park is enclosed on two sides by a fence and on the third side by a straight river bank. The two sides having fence are of same length x. The maximum area enclosed by the park is (A) 8x3 (B) πx2 (C) 23x2 (D) 21x2
›Reveal solutionSolution
(Options (B) and (C) exceed this and are impossible; (A) is dimensionally wrong.)
Concept: maximise the area of a triangle with two given equal sides; the river bank supplies the third side, so no fencing constraint acts on it.
The two fenced sides each have length x, with an included angle theta between them.
Area A(theta) = (1/2) * x * x * sin theta = (1/2) x^2 sin theta. …
- COMEDK 2025Set 2025-A1 markMCQQ.The least area of a circle circumscribing any right-angle triangle of area π9 sq units is (A) 9 sq units (B) π sq units (C) 9π sq units (D) 4.5 sq units
›Reveal solutionSolution
For a right triangle of fixed area, the circumscribed circle’s area is minimized when the triangle is isosceles right-angled. The minimal area is 9 square units, corresponding to option (A).
The key idea: For any right triangle, the hypotenuse is the diameter of its circumcircle. So the circle’s area depends only on the hypotenuse length. Given a fixed triangle area, we want the smallest possible hypotenuse — that happens when the legs are equal, making the triangle isosceles right-angled.
- Relate triangle area to legs. Let the legs be a and b. The area is
21ab=π9⇒ab=π18.
- Express the circumcircle’s area in terms of the hypotenuse. In a right triangle, the hypotenuse c is the diameter of the circumcircle. So the radius is R=c/2, and the circle’s area is
Acircle=πR2=π(2c)2=4πc2.
- Write c2 in terms of a and b. By Pythagoras:
c2=a2+b2.
We want to minimize c2 given the product ab=18/π.
- Minimize a2+b2 for fixed product. By AM–GM or by symmetry, for a fixed product, the sum of squares is smallest when a=b.
a=b⇒a2=π18.
Then
c2=a2+b2=2a2=π36. …
- COMEDK 2026Set 2026-A1 markMCQQ.A movie screen on a wall is 20 feet high and 10 feet above the floor. What is the maximum viewing angle θ (in radians) that can be achieved by positioning yourself at the optimal distance from the wall? (A) 2π (B) 4π (C) 3π (D) 6π
›Reveal solutionSolution
The maximum viewing angle occurs when the viewer’s eye is at a distance from the wall equal to the geometric mean of the distances to the bottom and top of the screen. Solving the optimization gives θ=6π, so the correct option is (D).
The problem is a classic “best seat in a movie theater” optimization. You have a screen that starts 10 feet above the floor and ends 30 feet above the floor (since it’s 20 feet tall). Your eye height is at some fixed level — here we assume you stand on the floor, so your eye is roughly at floor level (or we can treat the floor as the reference). The angle θ is the angle subtended by the screen at your eye. As you move closer to the wall, the screen appears larger vertically, but you have to look up more steeply; as you move farther away, the vertical angle shrinks. Somewhere in between, the angle is maximized.
The key insight: For a fixed vertical segment, the angle subtended at a point on a horizontal line is maximized when the point’s horizontal distance is the geometric mean of the distances to the bottom and top of the segment. This is a consequence of the law of sines or the tangent subtraction formula.
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Set up coordinates.
Place the wall along the y-axis, with the floor at y=0. The bottom of the screen is at y=10 ft, the top at y=30 ft. You stand at a point (x,0) on the floor, x>0 feet from the wall. The viewing angle θ is the angle between the lines from your eye to the top and bottom of the screen.
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Express θ in terms of x.
Let α be the angle from horizontal to the top of the screen, and β the angle to the bottom. Then
tanα=x30,tanβ=x10.
The viewing angle is θ=α−β. Using the tangent subtraction formula:
tanθ=1+tanαtanβtanα−tanβ=1+x30⋅x10x30−x10=1+300/x220/x=x2+30020x.
- Maximize tanθ (or θ itself). Since θ is acute and tan is increasing on (0,π/2), maximizing θ is equivalent to maximizing tanθ. So we maximize
f(x)=x2+30020x.
Differentiate with respect to x:
f′(x)=(x2+300)220(x2+300)−20x(2x)=(x2+300)220x2+6000−40x2=(x2+300)26000−20x2.
Set f′(x)=0:
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- KCET 2020Set A-11 markMCQQ.The maximum value of xlogex, if x>0 is (A) e (B) 1 (C) e1 (D) −e1
›Reveal solutionSolution
The function f(x)=xlogx attains its maximum at x=e, and the maximum value is e1.
The key idea here is to find where a function reaches its highest point — that’s a classic optimisation problem. For a differentiable function on an open interval like x>0, the maximum (if it exists) occurs at a critical point where the derivative is zero, provided the function changes from increasing to decreasing there.
Why does this particular function matter? xlogx appears often in comparisons of growth rates — it tells us that x1/x is maximised at x=e, a neat fact. But let’s not jump ahead; we’ll find the maximum step by step.
-
Define the function and its domain.
Let f(x)=xlogx, with x>0. We want the maximum value of f(x).
-
Differentiate f(x).
Use the quotient rule:
f′(x)=x2(1/x)⋅x−logx⋅1=x21−logx.
- Find critical points. Set f′(x)=0:
x21−logx=0⇒1−logx=0⇒logx=1⇒x=e.
So x=e is the only critical point in x>0.
- Check if it’s a maximum.
Look at the sign of f′(x) around x=e:
- For 0<x<e, logx<1, so 1−logx>0, hence f′(x)>0 — function is increasing.
- For x>e, logx>1, so 1−logx<0, hence f′(x)<0 — function is decreasing. …
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- COMEDK 2026Set 2026-M1 markMCQQ.If a straight line passing through a fixed point (a,b), where a,b>0, makes positive intercepts OA and OB on the coordinate axes, then the least value of OA+OB is: (A) (a+b)2 (B) (a+b)3 (C) a+b (D) (a−b)2
›Reveal solutionSolution
The problem asks for the minimum sum of the intercepts OA and OB of a line through a fixed point (a,b) in the first quadrant. Using the intercept form of a line and applying the AM–GM inequality, the least value is (a+b)2, which corresponds to option (A).
We start with the intercept form of a straight line:
px+qy=1
where p=OA>0 and q=OB>0 are the x- and y-intercepts. Since the line passes through the fixed point (a,b) with a,b>0, we have:
pa+qb=1.
Our goal is to minimize S=p+q subject to this constraint.
- Express one variable in terms of the other From pa+qb=1, solve for q:
qb=1−pa⇒q=1−pab=p−abp.
So S(p)=p+p−abp, with p>a (since q>0).
- Rewrite S(p) for AM–GM
S=p+p−abp=p+b⋅p−ap.
Write p=(p−a)+a:
S=(p−a)+a+b⋅p−a(p−a)+a=(p−a)+a+b(1+p−aa).
Simplify:
S=(p−a)+a+b+p−aab.
So
S=(p−a)+p−aab+(a+b).
- Apply AM–GM inequality For positive numbers x=p−a and y=p−aab, we have: x+y≥2xy=2(p−a)⋅p−aab=2ab. …
- COMEDK 2025Set 2025-A1 markMCQQ.Quadrilateral PQRS is inscribed inside a rectangle of dimensions 10 cm×8 cm. The value of ' x ', if the area of the quadrilateral is minimum is (A) 4 cm (B) 6.5 cm (C) 9 cm (D) 4.5 cm
›Reveal solutionSolution
The quadrilateral’s area is the rectangle’s area minus the sum of four right‑triangle areas at the corners. Writing that sum as a quadratic in x and finding its maximum (which makes the quadrilateral’s area minimum) gives x=4.5 cm. The correct option is (D).
Concept & Intuition
The quadrilateral PQRS is inscribed in the rectangle — each vertex lies on a different side. The area of the quadrilateral is not fixed; it changes as the vertices slide along the sides. The problem asks for the value of x that makes the quadrilateral’s area as small as possible.
A classic trick: instead of minimising the quadrilateral’s area directly, notice that the quadrilateral is what’s left of the rectangle after cutting off four right‑angled triangles at the corners. The rectangle’s area is constant (10×8=80 cm²), so minimising the quadrilateral’s area is equivalent to maximising the total area of the four corner triangles.
Each corner triangle is right‑angled, with legs given by the distances marked x and the leftover lengths on the sides. This turns the problem into a simple quadratic maximisation.
Step‑by‑step reasoning
-
Label the rectangle and the triangles
Rectangle ABCD:
- Top side AB = 10 cm, left side AD = 8 cm.
- Q on AB, with AQ = x cm → QB = 10−x cm.
- R on BC, with BR = x cm → RC = 8−x cm.
- S on CD, with CS = x cm → SD = 10−x cm.
- P on DA, with DP = x cm → PA = 8−x cm.
The four corner triangles are:
- △AQP (top‑left corner): legs AQ = x, AP = 8−x.
- △BQR (top‑right corner): legs BQ = 10−x, BR = x.
- △CRS (bottom‑right corner): legs CR = 8−x, CS = x.
- △DPS (bottom‑left corner): legs DP = x, DS = 10−x.
-
Write the total area of the four triangles
Area of a right triangle = 21×leg1×leg2.
So:
Atriangles=21x(8−x)+21(10−x)x+21(8−x)x+21x(10−x)=2⋅21x(8−x)+2⋅21x(10−x)=x(8−x)+x(10−x).
- Simplify the expression
Atriangles=8x−x2+10x−x2=18x−2x2.
- Relate to quadrilateral area
APQRS=Area of rectangle−Atriangles=80−(18x−2x2)=2x2−18x+80.
- Minimise the quadrilateral area …
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