Q.Show that of all the rectangles inscribed in a given fixed circle, the square has the maximum area.
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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 |
|--------------|-------------------|--------------------| …
Take a rectangle inscribed in a circle of radius r; its diagonal is the diameter 2r.
Step 1 — One variable. Let one side be x; the other side is (2r)2−x2=4r2−x2. Area
A=x4r2−x2.
Maximise A2=x2(4r2−x2)=4r2x2−x4 (same maximiser, easier to differentiate).
Step 2 — Differentiate. With f(x)=4r2x2−x4,
f′(x)=8r2x−4x3=4x(2r2−x2)=0⇒x2=2r2⇒x=r2. …
For a rectangle inscribed in a circle of radius r, maximising the area forces both sides equal to r2 — a square — with maximum area 2r2.
The idea
Every rectangle inscribed in a circle has the circle's diameter as its diagonal. That single relation lets us write the area in one variable and maximise it with the derivative (standard CBSE method).
Set up
Let the circle have radius r, so the diameter is 2r. If one side of the rectangle is x, the diagonal condition x2+(other side)2=(2r)2 gives the other side 4r2−x2. The area is
A(x)=x4r2−x2,0<x<2r.
Work the steps
- Work with A2 to avoid the square root. Since A>0, maximising A is the same as maximising
f(x)=A2=x2(4r2−x2)=4r2x2−x4.
- Differentiate:
f′(x)=8r2x−4x3=4x(2r2−x2).
- Solve f′(x)=0: since x>0, we need 2r2−x2=0, i.e. x2=2r2, so x=r2.
- Second-derivative test: …
Method: Optimization Proofs Using the "Maximize A2" Trick (Inscribed-Figure Problems)
This method proves a geometric optimization claim (e.g. "the square has maximum area among inscribed rectangles") by expressing the objective in terms of a single geometric parameter and avoiding messy square-root differentiation.
Steps
Step 1: Use the geometric constraint to relate the two dimensions
For a rectangle inscribed in a circle of radius r, the diagonal of the rectangle equals the circle's diameter, 2r. If one side is x, the other side is determined by the Pythagorean relation:
other side=(2r)2−x2
Step 2: Write the objective (area) as a function of the single variable
A(x)=x4r2−x2
Step 3: Maximize A2 instead of A directly
Since A(x)>0 on the valid domain, maximizing A(x) is equivalent to maximizing A(x)2 — and squaring removes the square root, turning the problem into a polynomial that's much easier to differentiate:
f(x)=A(x)2=x2(4r2−x2) …
Common Mistakes
Mistake 1: Differentiating the square-root expression x4r2−x2 directly
Why it's wrong: this requires the chain rule on a square root, which is more error-prone (a common slip is mishandling the 2⋅1 factor) than the equivalent, cleaner polynomial approach. Correct approach: square the objective first, since A>0 means maximizing A2 gives the same maximizing x, and differentiate the resulting polynomial instead.
Mistake 2: Stopping after finding x=r2 without confirming the shape is a square
Why it's wrong: the question specifically asks to show the maximizing rectangle is a square — finding the optimal x alone doesn't demonstrate that; a student must also substitute back to find the other side and explicitly verify it equals x. Correct approach: always complete the geometric conclusion the problem asks for, not just the calculus. …
- 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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- 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
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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.
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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 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 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.
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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-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 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 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 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. …
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