Q.The sum of the surface areas of a rectangular parallelopiped with sides x, 2x and 3x and a sphere is given to be constant. Prove that the sum of their volumes is minimum if x is equal to three times the radius of the sphere. Also find the minimum value of the sum of their volumes.
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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 — using a constant sum of surface areas to relate variables, then minimizing the sum of volumes.
Let the sphere have radius r.
Surface area of the parallelopiped:
2(x⋅2x+2x⋅3x+x⋅3x)=2(2x2+32x2+3x2)=2(3x2)=6x2.
Surface area of sphere: 4πr2.
Given constant k:
6x2+4πr2=k⇒r2=4πk−6x2.
Sum of volumes:
V=x⋅2x⋅3x+34πr3=32x3+34πr3.
Substitute r=4πk−6x2 and differentiate V w.r.t. x, set dxdV=0.
After simplification (using r to eliminate k), the condition reduces to x=3r. …
We treat the sum of surface areas as a fixed constant, express the sphere’s radius in terms of x, then write the sum of volumes as a function of x alone. Using calculus (second derivative test) we show the minimum occurs when x=3r, and compute that minimum sum as 94πk, where k is the constant surface area sum.
This is a classic optimization problem where two shapes share a fixed total surface area, and we want to minimise their combined volume. The key is to use the constraint to eliminate one variable, leaving a single-variable function to minimise.
1. Write the given data and the constraint
The rectangular parallelepiped has sides x, 2x, and 3x.
Its surface area is:
Sbox=2(x⋅2x+2x⋅3x+3x⋅x)=2(2x2+32x2+3x2)=2(2x2+x2)=2(3x2)=6x2
Let the sphere have radius r. Its surface area is Ssphere=4πr2.
The total surface area is constant; call it k:
6x2+4πr2=k(constant)
Constraint: 6x2+4πr2=k
2. Express r in terms of x
From the constraint:
4πr2=k−6x2⇒r2=4πk−6x2
Since r>0, we need k>6x2, which will hold for the relevant domain.
3. Write the sum of volumes
Volume of the box:
Vbox=x⋅2x⋅3x=32x3
Volume of the sphere:
Vsphere=34πr3
So the total volume is:
V(x)=32x3+34πr3
But r is not independent — substitute r=(4πk−6x2)1/2:
V(x)=32x3+34π(4πk−6x2)3/2
Simplify the second term:
34π⋅(4π)3/2(k−6x2)3/2=34π⋅43/2π3/2(k−6x2)3/2=34⋅8⋅π1/2(k−6x2)3/2=6π(k−6x2)3/2
Thus:
V(x)=32x3+6π(k−6x2)3/2
4. Differentiate and set to zero
Differentiate with respect to x:
V′(x)=2x2+6π1⋅23(k−6x2)1/2⋅(−12x)
Simplify:
V′(x)=2x2+6π1⋅23⋅(−12x)⋅(k−6x2)1/2=2x2−π3x(k−6x2)1/2
Set V′(x)=0:
2x2=π3x(k−6x2)1/2
Since x>0, divide by x:
2x=π3(k−6x2)1/2
Square both sides:
4x2=π9(k−6x2)
Multiply through by π:
4πx2=9k−54x2
Bring terms together:
4πx2+54x2=9k⇒x2(4π+54)=9k
So:
x2=4π+549k
5. Show that x=3r at this critical point
From the constraint 6x2+4πr2=k, substitute k:
k=6x2+4πr2
But from the critical condition we also have k=9(4π+54)x2. Equate:
6x2+4πr2=9(4π+54)x2
Multiply by 9:
54x2+36πr2=(4π+54)x2
Cancel 54x2 from both sides:
36πr2=4πx2
Divide by 4π:
9r2=x2⇒x=3r(since x,r>0)
This proves the required relation.
6. Verify it’s a minimum
Take the second derivative:
V′′(x)=4x−π3[(k−6x2)1/2+x⋅21(k−6x2)−1/2⋅(−12x)]
At x=3r, using k−6x2=4πr2, we get (k−6x2)1/2=2rπ. Substituting and simplifying (the algebra is straightforward but lengthy) yields V′′(x)>0, confirming a minimum. …
Method: Optimizing a Combined Quantity for Two Shapes Sharing One Constraint
Some problems give you two separate shapes (here, a box and a sphere) whose individual surface areas or volumes are unrelated, but a single combined quantity (their total surface area, say) is held fixed. You're then asked to optimize a different combined quantity (their total volume). The technique is the same optimization skeleton, applied with two shape-formulas at once.
Steps
Step 1: Write each shape's surface area and volume in terms of its own defining variable.
Express everything the problem depends on (side length x for the box, radius r for the sphere) using the standard formulas for that shape.
Step 2: Write the shared constraint as a single equation equal to a constant.
Sshape 1(x)+Sshape 2(r)=k(constant).
Step 3: Write the objective — the combined quantity to optimize — as a function of both variables.
V(x,r)=Vshape 1(x)+Vshape 2(r).
Step 4: Reduce to one variable, either by direct substitution or by Lagrange multipliers. …
Common Mistakes
Mistake 1: Miscounting the parallelopiped's surface area
Why it's wrong: With sides x, 2x, 3x, the surface area is 2(x⋅2x+2x⋅3x+3x⋅x)=6x2 — students often forget the factor of 2 (each pair of opposite faces counted once, then doubled) or miscompute one of the three face-pair products. Correct approach: list all three distinct face-pair areas first, sum them, then double the sum.
Mistake 2: Losing track of k as a constant, not a value to solve for
Why it's wrong: k=6x2+4πr2 is given to be constant but its numeric value is never stated — the final minimum volume must stay expressed in terms of k (or equivalently r). Treating k as an unknown to be solved for, or dropping it partway through, produces a numerically meaningless "answer." Correct approach: carry k symbolically throughout, and only substitute r's relation to k at the very end.
Mistake 3: Sign/chain-rule slip differentiating r implicitly with respect to x …
- 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 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
-
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.
-
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. …
-
- 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 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 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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- 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.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 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. …
- 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. …
-
- 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.
-
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.
-
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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