Q.Show that the height of the cylinder of maximum volume that can be inscribed in a sphere of radius R is 32R. Also find the maximum volume.
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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 |
|--------------|-------------------|--------------------| …
Idea: Use the sphere to write the cylinder's volume in one variable (its height), then maximise with a single derivative.
Let the inscribed cylinder have radius r and height h. Its rim lies on the sphere, so from the cross-section
r2+(2h)2=R2 ⇒ r2=R2−4h2.
Volume:
V=πr2h=π(R2−4h2)h=π(R2h−4h3).
Differentiate and set to zero:
V′(h)=π(R2−43h2)=0 ⇒ h2=34R2 ⇒ h=32R.
Since V′′(h)=π(−23h)<0, this is a maximum. …
Writing the inscribed cylinder's volume as V=π(R2h−4h3) and maximising gives height h=32R and Vmax=334πR3.
The geometry
A right circular cylinder is inscribed in a sphere of radius R, with its axis through the centre. Let its radius be r and height h. Take the plane cross-section through the axis: the sphere becomes a circle of radius R, and the cylinder becomes a rectangle of width 2r and height h inscribed in it. From the centre to a top corner, the Pythagorean theorem gives
r2+(2h)2=R2.(1)
This is the single constraint linking r and h.
Reduce to one variable
The quantity to maximise is
V=πr2h.
From (1), r2=R2−4h2. Substitute:
V(h)=π(R2−4h2)h=π(R2h−4h3),0<h<2R.
Maximise
Differentiate with respect to h:
V′(h)=π(R2−43h2).
Set V′(h)=0:
R2=43h2 ⇒ h2=34R2 ⇒ h=32R.
(We take the positive root.) The second derivative
V′′(h)=π(−23h)<0for h>0,
confirms a maximum. (It also makes sense: V→0 as h→0 or h→2R, so the single interior critical point is the peak.)
Radius and maximum volume …
Method: Optimizing a Cylinder Inscribed in a Sphere
This method finds the maximum volume of a cylinder whose top and bottom circular rims both touch a sphere of fixed radius, using the same "constraint from the cross-section, reduce to one variable" pattern as any solid-in-a-sphere optimisation.
Steps
Step 1: Draw the axial cross-section and find the constraint
Slicing through the axis turns the sphere into a circle of radius R and the cylinder into an inscribed rectangle of width 2r and height h. The diagonal from the centre to a top corner has length R, so by the Pythagorean theorem:
r2+(2h)2=R2.
Note the h/2, not h — it is half the height that forms the right triangle with r and R, because the cylinder is centred on the sphere's centre.
Step 2: Write the volume in one variable
From the constraint, r2=R2−4h2. Substitute into V=πr2h:
V(h)=π(R2−4h2)h=π(R2h−4h3),0<h<2R.
Step 3: Differentiate and solve V′(h)=0
V′(h)=π(R2−43h2)=0⟹h=32R (taking the positive root). …
Common Mistakes
Mistake 1: Writing the constraint as r2+h2=R2, dropping the factor of 21
Why it's wrong: the right triangle in the cross-section is formed by r, half the height h/2, and the sphere's radius R — using the full height overstates the constraint and produces a wrong critical value. Correct approach: always redraw the cross-section and identify exactly which segment forms the triangle before writing the equation.
Mistake 2: Stopping at h=32R when the question also asks for the maximum volume …
- CBSE 2026Set ANNUAL1 markQ.(Continuing the aluminium-box case study of Q.38) What will be the dimensions of the largest box?
›Reveal solutionSolution
Substitute the optimal square side x=32 m (found by maximising the volume function) into the length, breadth and height expressions.
From the case study, cutting a square of side x from each corner of the 3 m×8 m sheet and folding up the sides gives a box of:
- Length =(8−2x) m
- Breadth =(3−2x) m
- Height =x m
Maximising V(x)=x(3−2x)(8−2x)=4x3−22x2+24x using V′(x)=12x2−44x+24=0 (i.e. 3x2−11x+6=0) gives roots x=3 or x=32. Since 0<x<1.5 is required for the box to be valid, the admissible root is x=32, and V′′(32)=−28<0 confirms this is the maximum.
Substituting x=32:
Length=8−2(32)=8−34=320 m …
- CBSE 2026Set ANNUAL1 markQ.(Continuing the aluminium-box case study of Q.38) What will be the side of the square removed to form the largest box?
›Reveal solutionSolution
The optimal square side is the critical point of the volume function that lies in the valid domain and satisfies the second-derivative maximum test.
For a square of side x removed from each corner of the 3 m×8 m sheet, the box volume is:
V(x)=x(3−2x)(8−2x)=4x3−22x2+24x,0<x<1.5
Differentiating and setting V′(x)=0:
V′(x)=12x2−44x+24=0⟹3x2−11x+6=0
x=611±121−72=611±7⟹x=3 or x=32
Since the breadth (3−2x) must stay positive, only x<1.5 is valid, so x=3 is rejected and x=32 is the only admissible critical point.
Confirming it is a maximum: …
- CBSE 2025Set ANNUAL1 markQ.A gardener plans to plant flowers in a rectangular flower bed in such a way that a rectangle is inscribed in the semi-circular field (as shown in the figure). Radius of the semi-circular field is 30 m. Let the length of the rectangle be PQ = x m. Based on above information answer the following: What will be the breadth of the rectangular flower bed in terms of x?
›Reveal solutionSolution
The rectangle's top corners lie on the semicircle of radius 30, so the Pythagorean relation between half the length and the breadth gives the breadth as a function of x.
Place the centre O of the semicircle at the origin, with the diameter along the x-axis. Since the rectangle PQRS is symmetric about O with top side PQ=x, the top corners P,Q are at horizontal distance x/2 from O. Let the breadth (height of the rectangle) be b. …
- CBSE 2025Set ANNUAL1 markQ.A gardener plans to plant flowers in a rectangular flower bed in such a way that a rectangle is inscribed in the semi-circular field (as shown in the figure). Radius of the semi-circular field is 30 m. Let the length of the rectangle be PQ = x m. Based on above information answer the following: What will be the area of rectangular region as a function of x?
›Reveal solutionSolution
Area = length × breadth, using the breadth found in terms of x.
The rectangle has length PQ=x and breadth b=900−x2/4 (from the semicircle constraint). So the area is …
- CBSE 2025Set ANNUAL1 markQ.A gardener plans to plant flowers in a rectangular flower bed in such a way that a rectangle is inscribed in the semi-circular field (as shown in the figure). Radius of the semi-circular field is 30 m. Let the length of the rectangle be PQ = x m. Based on above information answer the following: Gardener wants maximum area for the rectangular flower bed. For this to happen, what will be the value of x?
›Reveal solutionSolution
Maximize A(x)2 (equivalent and algebraically simpler) by setting its derivative to zero.
From A(x)=x900−x2/4, consider A2=x2(900−4x2)=900x2−4x4 (maximizing A2 maximizes A since A≥0).
dxd(A2)=1800x−x3=x(1800−x2)
Setting this to zero: x=0 (rejected, gives zero area) or x2=1800⇒x=1800=302.
…
- CBSE 2025Set ANNUAL1 markQ.A gardener plans to plant flowers in a rectangular flower bed in such a way that a rectangle is inscribed in the semi-circular field (as shown in the figure). Radius of the semi-circular field is 30 m. Let the length of the rectangle be PQ = x m. Based on above information answer the following: What will be the area of remaining field (in sq. m) after having the flower bed of maximum area?
›Reveal solutionSolution
Subtract the maximum rectangle area from the total semicircular field area.
Total area of the semicircular field: 21πr2=21π(30)2=450π sq. m.
At maximum, x=302, so breadth b=900−4(302)2=900−41800=900−450=450=152.
…
- CBSE 2024Set ANNUAL1 markQ.[Case study] Let a cone be inscribed in a sphere of radius R. The height and radius of the cone are h and r respectively; x denotes the distance from the sphere's centre O to the centre of the cone's base. Write the relation between r and R in terms of x.
›Reveal solutionSolution
r2=R2−x2.
From the figure, O is the sphere's centre, C is the centre of the cone's circular base, OC=x, CA=r (radius of the cone's base), and OA=R (a radius of the sphere, since A lies on the sphere).
…
- CBSE 2024Set ANNUAL1 markQ.[Case study, same setup as above — cone of height h, radius r inscribed in a sphere of radius R, with x the distance from the sphere's centre to the cone's base] Write the volume V of the cone in terms of R and x.
›Reveal solutionSolution
V=3π(R+x)2(R−x).
From the figure, the cone's height is h=R+x (from the base at C up to the apex D at the top of the sphere), and from the previous part, r2=R2−x2.
Volume of a cone: V=31πr2h. …
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