Q.Show that the altitude of the right circular cone of maximum volume that can be inscribed in a sphere of radius r is 34r.
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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 |
|--------------|-------------------|--------------------| …
Let the cone have altitude h, base radius R, inscribed in a sphere of radius r.
From the sphere's geometry: R2+(h−r)2=r2⟹R2=2hr−h2.
Volume: V(h)=31πR2h=3π(2rh2−h3).
dhdV=3πh(4r−3h)=0⟹h=34r (rejecting h=0) …
Using the sphere's own geometry to write the cone's base radius in terms of its height reduces the volume to a function of one variable; differentiating shows the volume is maximum at altitude h=34r.
Setting up the geometry
Let the sphere have fixed radius r, and let the inscribed cone have altitude h and base radius R. Place the sphere's centre at O and the cone's axis along a diameter, with the apex of the cone on the sphere.
If C is the centre of the cone's circular base, then OC=h−r (the base is a distance h−r from the sphere's centre, measured along the axis — signed so this works whether h is less than or greater than r). Since the rim of the base lies on the sphere, the right triangle with legs R and ∣h−r∣ and hypotenuse r gives:
R2+(h−r)2=r2
Expanding:
R2+h2−2hr+r2=r2⟹R2=2hr−h2
For R2≥0 we need 0≤h≤2r — the cone's altitude cannot exceed the sphere's diameter, which makes physical sense.
Writing volume as a function of h alone
V=31πR2h=31π(2hr−h2)h=3π(2rh2−h3),0<h<2r
Differentiating
dhdV=3π(4rh−3h2)=3πh(4r−3h)
Set dhdV=0: …
Method: Optimizing a Solid Inscribed in a Sphere
This method finds the maximum (or minimum) volume of a solid — a cone here — whose vertex and base circle both touch a sphere of fixed radius, by turning two unknowns into one using the sphere's own geometry.
Steps
Step 1: Draw the axial cross-section and write the sphere constraint
Slice the sphere and the inscribed cone through the common axis. If the cone has base radius R and height h, and the sphere has radius r, placing the sphere's centre at the origin gives the rim of the cone's base lying on the sphere:
R2+(h−r)2=r2⟹R2=2rh−h2.
This single equation is what lets you eliminate one variable — always look for the right-triangle or circle relation the picture gives you before touching calculus.
Step 2: Write the volume in one variable
Substitute the constraint into the volume formula V=31πR2h so that V depends only on h:
V(h)=31π(2rh−h2)h=31π(2rh2−h3).
Step 3: Differentiate and solve for critical points
dhdV=31π(4rh−3h2)=31πh(4r−3h).
Setting this to zero gives h=0 (a degenerate cone with zero volume — always discard it) or h=34r.
Step 4: Confirm it is a maximum …
Common Mistakes
Mistake 1: Writing the sphere constraint with the wrong sign or missing the shift
A student often writes R2+h2=r2, forgetting that the base circle's plane is not through the sphere's centre — it is offset by (h−r) from the centre. Why it's wrong: this drops the geometry that actually makes the cone's apex and base both touch the sphere. Correct approach: draw the axial cross-section explicitly and use R2+(h−r)2=r2.
Mistake 2: Reporting h=0 as a valid critical point
Factoring dhdV=31πh(4r−3h)=0 gives two roots, h=0 and h=34r. Why it's wrong: h=0 makes the cone degenerate (zero volume), so it can never be the maximum — reporting both roots without discarding this one is an incomplete answer. Correct approach: always interpret each critical point physically before keeping it. …
- 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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