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CBSE Class 12 Maths Board Paper 2024 (65/1/1): Solutions
Board exam paper — Class XII Examination 2024AI-written, checked on 27 Oct 2026
Step-by-step working for every question of CBSE's Class XII Examination 2024 question paper in Mathematics (subject code 041, Q.P. code 65/1/1, 80 marks, 3 hours). This is a real board exam paper, not a sample paper. Students in other regions wrote other sets with different questions.
CBSE puts every set of a subject in one ZIP on its own site. The set solved here is Q.P. code 65/1/1 — the file 65_1_1_Mathematics.pdf inside the question-paper ZIP, and MS XII MATH-65-1-1-2024.pdf inside the marking-scheme ZIP. Listed on CBSE's question papers and marking scheme pages, read on 27 Oct 2026.
How these were made and checked: each question is in Shishya's own shorter words — open CBSE's paper for the exact wording, figures and instructions. Every final answer was compared with CBSE's marking scheme for set 65/1/1; every calculated answer is recomputed from the question's own numbers by a calculator test that runs before each release. The steps are AI-written (44 of 52 by Shishya's own AI model with automatic checks, the other 8 by Claude, an AI model) and were reviewed against the answer on 27 Oct 2026. Where CBSE's marking scheme prints something different, the question says so. CBSE's marking scheme is the authority.
Section A
f : R₊ → R (R₊ = non-negative reals), f(x) = 4x + 3. Is f one-one, onto, both or neither?
- To check if f is one-one, assume f(x₁) = f(x₂), which gives 4x₁ + 3 = 4x₂ + 3.
- Subtracting 3 from both sides yields 4x₁ = 4x₂, and dividing by 4 gives x₁ = x₂, proving f is one-one.
- To check if f is onto, note that for x ≥ 0, the minimum value of f(x) is 3, so values like 0 in the codomain R are never reached, meaning f is not onto.
Answer: 4x₁ + 3 = 4x₂ + 3 forces x₁ = x₂, so f is one-one; but values below 3 (e.g. 0) are never reached, so it is not onto — option (A).
A matrix has 36 elements. How many different orders m × n are possible?
- The number of elements in a matrix of order m × n is given by the product mn.
- Since the matrix has 36 elements, we must have mn = 36.
- The possible orders correspond to the factor pairs of 36, which are determined by its divisors: 1, 2, 3, 4, 6, 9, 12, 18, and 36.
- There are 9 such divisors, so there are 9 possible orders for the matrix.
Answer: Each order m × n needs mn = 36, i.e. one order per divisor of 36: 1, 2, 3, 4, 6, 9, 12, 18, 36 — so 9 orders — option (D).
f(x) = x² + 3 for x ≠ 0 and f(0) = 1. Where is f continuous and differentiable?
- Calculate the limit of f(x) as x approaches 0, which is 0² + 3 = 3.
- Compare this limit with the defined value f(0) = 1; since 3 ≠ 1, the function is discontinuous at x = 0.
- Identify that for all x ≠ 0, f(x) is a polynomial, which is continuous and differentiable everywhere.
- Conclude that f is continuous and differentiable on R − {0}, corresponding to option (C).
Answer: The limit at 0 is 3 but f(0) = 1, so f breaks only at x = 0; elsewhere it is a polynomial, so f is continuous and differentiable on R − {0} — option (C).
f is differentiable in the open interval (a, b) and continuous on its closure. Which condition makes f strictly increasing there?
- By the Mean Value Theorem, for any two points x1 and x2 in the interval with x1 < x2, there exists a point c between them such that the difference f(x2) - f(x1) equals f'(c) multiplied by (x2 - x1).
- If the derivative f'(x) is strictly positive for all x in the interval, then f'(c) is positive and (x2 - x1) is positive, making the product f(x2) - f(x1) positive.
- Since f(x2) - f(x1) > 0 implies f(x2) > f(x1), the function is strictly increasing, which corresponds to option (B).
Answer: f′(x) > 0 for every x in (a, b) — option (B).
The 2 × 2 matrix [x + y, 2; 5, xy] equals [6, 2; 5, 8]. Find 24/x + 24/y.
- Equate the corresponding elements of the matrices to get x + y = 6 and xy = 8.
- Simplify the expression 24/x + 24/y to 24(x + y)/xy.
- Substitute the values to get 24(6)/8 = 144/8 = 18.
Answer: x + y = 6 and xy = 8, so 24/x + 24/y = 24(x + y)/xy = 24 × 6/8 = 18 — option (D).
Which integral over [a, b] always equals the integral of f(x) from a to b?
- Apply the substitution property of definite integrals by replacing x with a + b − x.
- The limits of integration remain a and b, so the integral equals the integral of f(a + b − x) from a to b, which corresponds to option (B).
Answer: Replacing x by a + b − x keeps the limits: the integral equals the integral of f(a + b − x) from a to b — option (B).
Unit vectors â and b̂ make angle θ with sin θ = 3/5. Find â · b̂.
- Use the dot product formula for unit vectors: â · b̂ = |â| |b̂| cos θ = cos θ.
- Since sin θ = 3/5, compute cos θ = ±√(1 − (3/5)²) = ±√(16/25) = ±4/5.
- Thus â · b̂ = ±4/5, which corresponds to option (C).
Answer: â · b̂ = cos θ = ±√(1 − 9/25) = ±4/5 — option (C).
Find the integrating factor of (1 − x²) dy/dx + xy = ax, where −1 < x < 1.
- Divide the differential equation by (1 − x²) to write it in the standard linear form dy/dx + [x/(1 − x²)]y = [ax/(1 − x²)].
- Identify P(x) = x/(1 − x²) and calculate the integrating factor as e^(∫P dx) = e^(−½ log(1 − x²)) = 1/√(1 − x²).
Answer: Dividing by 1 − x² gives P = x/(1 − x²); e^(∫P dx) = e^(−½ log(1 − x²)) = 1/√(1 − x²) — option (D).
A line has direction cosines √3k, √3k, √3k. Find k.
- The sum of the squares of the direction cosines of a line is equal to 1.
- Substitute the given direction cosines into the formula: (√3k)² + (√3k)² + (√3k)² = 1.
- Simplify the equation: 3k² + 3k² + 3k² = 1, which becomes 9k² = 1.
- Solve for k: k² = 1/9, so k = ±1/3.
Answer: 3k² + 3k² + 3k² = 1 gives k² = 1/9, so k = ±1/3 — option (D).
What kind of function does a linear programming problem optimise?
- A linear programming problem involves optimizing a linear function, known as the objective function, subject to linear constraints.
- Therefore, the correct option is (B), as it identifies the function as linear.
Answer: A linear (objective) function — option (B).
Given P(A | B) = P(A′ | B), which relation must hold?
- Given P(A | B) = P(A′ | B), and knowing that P(A | B) + P(A′ | B) = 1, we have 2P(A | B) = 1, so P(A | B) = 1/2.
- Using the definition P(A | B) = P(A ∩ B) / P(B), we get P(A ∩ B) / P(B) = 1/2, which implies P(A ∩ B) = ½ P(B).
Answer: P(A | B) + P(A′ | B) = 1, so each is 1/2; hence P(A ∩ B) = ½ P(B) — option (C).
Evaluate the determinant with first row x + 1, x − 1 and second row x² + x + 1, x² − x + 1.
- Expand the determinant using the formula ad - bc: (x + 1)(x² − x + 1) − (x − 1)(x² + x + 1).
- Simplify the terms using algebraic identities: (x³ + 1) − (x³ − 1) = 2.
Answer: (x + 1)(x² − x + 1) − (x − 1)(x² + x + 1) = (x³ + 1) − (x³ − 1) = 2 — option (B).
Find d/dx of sin(x²) at x = √π.
- Differentiate sin(x²) using the chain rule to get d/dx [sin(x²)] = cos(x²) · 2x.
- Substitute x = √π into the derivative: 2(√π) cos((√π)²) = 2√π cos(π).
- Since cos(π) = −1, the value is 2√π(−1) = −2√π, which corresponds to option (C).
Answer: The derivative is 2x cos(x²); at x = √π it is 2√π cos π = −2√π — option (C).
State the order and degree of [1 + (dy/dx)²]³ = d²y/dx².
- Identify the highest order derivative in the equation, which is d²y/dx², so the order is 2.
- Observe that the term containing the highest order derivative is raised to the power of 1, so the degree is 1.
- Thus, the order is 2 and the degree is 1, corresponding to option (C).
Answer: Highest derivative is d²y/dx² (order 2), appearing to power 1 (degree 1): 2, 1 — option (C).
Find the vector that starts at B(3, −4, 7) and ends at A(2, −3, 5).
- The vector from B to A is calculated by subtracting the coordinates of the initial point B from the coordinates of the terminal point A.
- BA = (2 − 3)î + (−3 − (−4))ĵ + (5 − 7)k̂ = −î + ĵ − 2k̂.
Answer: BA = (2 − 3)î + (−3 + 4)ĵ + (5 − 7)k̂ = −î + ĵ − 2k̂ — option (D).
How far is P(a, b, c) from the y-axis?
- The foot of the perpendicular from P(a, b, c) to the y-axis is the point (0, b, 0).
- Using the distance formula, the distance is √((a-0)² + (b-b)² + (c-0)²) = √(a² + c²).
Answer: The foot on the y-axis is (0, b, 0), so the distance is √(a² + c²) — option (C).
How many corner points does the region x ≥ 0, y ≥ 0, x + y ≥ 4 have?
- The boundary lines x = 0 and y = 0 intersect the line x + y = 4 at the points (0, 4) and (4, 0) respectively.
- Since the region is defined by x + y ≥ 4 in the first quadrant, it is unbounded and has no other intersection points, resulting in exactly 2 corner points.
Answer: The unbounded region has corners only at (4, 0) and (0, 4): 2 — option (C).
A, B are non-zero square matrices of equal order with (A + B)² = A² + B². What follows?
- Expand the left-hand side of the given equation (A + B)² to obtain A² + AB + BA + B².
- Equate this expansion to the right-hand side A² + B², which simplifies to AB + BA = O, implying AB = −BA.
Answer: (A + B)² = A² + AB + BA + B², so AB + BA = O, i.e. AB = −BA — option (B).
A: for A = [1, cos θ, 1; −cos θ, 1, cos θ; −1, −cos θ, 1], θ in [0, 2π], |A| lies in [2, 4]. R: cos θ always lies in [−1, 1].
- Expand the determinant of A to get |A| = 2 + 2cos²θ.
- Since cos²θ lies in [0, 1], the value of |A| lies in [2, 4], making Assertion A true.
- Reason R is true because cos θ always lies in [−1, 1], which explains why cos²θ is bounded by 1.
- Both A and R are true, and R is the correct explanation for A, so the answer is option (A).
Answer: Expanding, |A| = 2 + 2cos²θ, and since cos²θ is between 0 and 1, |A| is between 2 and 4. Both true and R explains A — option (A).
A: no line can be perpendicular to all three coordinate axes. R: for angles α, β, γ with the axes, cos²α + cos²β + cos²γ = 1.
- If a line were perpendicular to all three axes, its direction cosines would be 0, 0, and 0.
- This contradicts the identity cos²α + cos²β + cos²γ = 1, so Assertion A is true and Reason R explains it.
Answer: Perpendicular to all three would make every cosine 0, contradicting the sum of squares 1. Both true and R explains A — option (A).
Section B
Is f(x) = x²|x| differentiable at x = 0?
- Write f(x) as x³ for x ≥ 0 and −x³ for x < 0.
- Calculate the right-hand derivative: lim(h→0⁺) [f(0+h) − f(0)]/h = lim(h→0⁺) h³/h = 0.
- Calculate the left-hand derivative: lim(h→0⁻) [f(0+h) − f(0)]/h = lim(h→0⁻) (−h³)/h = 0.
- Since both one-sided limits are equal, f is differentiable at x = 0 with f′(0) = 0.
Answer: f(x) = x³ for x ≥ 0 and −x³ for x < 0. Both one-sided derivative limits at 0 are 0, so f is differentiable at 0 with f′(0) = 0.
Given y = √(tan √x), show √x · dy/dx = (1 + y⁴)/(4y).
- Differentiate y = √(tan √x) with respect to x using the chain rule: dy/dx = (1/(2√(tan √x))) × sec²(√x) × (1/(2√x)).
- Simplify the expression to dy/dx = sec²(√x) / (4√x √(tan √x)).
- Multiply both sides by √x to get √x dy/dx = sec²(√x) / (4√(tan √x)).
- Use the identity sec² θ = 1 + tan² θ to rewrite the numerator: √x dy/dx = (1 + tan²(√x)) / (4√(tan √x)).
- Substitute y² = tan √x into the expression, noting that y⁴ = tan²(√x) and √(tan √x) = y, to obtain √x dy/dx = (1 + y⁴)/(4y).
Answer: dy/dx = sec²√x / (2√(tan√x) · 2√x). So √x dy/dx = (1 + tan²√x)/(4y) = (1 + y⁴)/(4y), since tan √x = y².
Show that f(x) = 4x³ − 18x² + 27x − 7 has no maximum or minimum.
- Differentiate: f′(x) = 12x² − 36x + 27.
- Factor: f′(x) = 3(4x² − 12x + 9) = 3(2x − 3)².
- So f′(x) ≥ 0 for every real x, and f′(x) = 0 only at the single point x = 3/2.
- f′ does not change sign at x = 3/2 (it is positive on both sides), so x = 3/2 is not a turning point.
- Hence f is increasing on R and has no local maximum or minimum.
Answer: f′(x) = 12x² − 36x + 27 = 3(2x − 3)² ≥ 0 for all x, so f is increasing on R and has no local maxima or minima.
Integrate x√(1 + 2x) with respect to x.
- Let 1 + 2x = t², so x = (t² − 1)/2 and dx = t dt.
- Substitute to get ∫ [(t² − 1)/2] · t · t dt = ½ ∫ (t⁴ − t²) dt.
- Integrate to get ½ [t⁵/5 − t³/3] + C = t⁵/10 − t³/6 + C.
- Substitute t = √(1 + 2x) to obtain (1 + 2x)^(5/2)/10 − (1 + 2x)^(3/2)/6 + C.
Answer: Put 1 + 2x = t², dx = t dt: ½∫(t⁴ − t²) dt, giving (1 + 2x)^(5/2)/10 − (1 + 2x)^(3/2)/6 + C.
Evaluate the integral of sin√x / √x from 0 to π²/4.
- Let √x = t, so x = t² and dx = 2t dt.
- Change limits: when x = 0, t = 0; when x = π²/4, t = π/2.
- Substitute to get ∫ (sin t / t) × 2t dt from 0 to π/2, which simplifies to 2∫ sin t dt from 0 to π/2.
- Evaluate the integral: 2[−cos t] from 0 to π/2 = 2(−cos(π/2) + cos(0)) = 2(0 + 1) = 2.
Answer: Put √x = t, dx = 2t dt: 2∫ sin t dt from 0 to π/2 = 2[−cos t] = 2.
Non-zero vectors a, b satisfy (a + b) ⊥ a and (2a + b) ⊥ b. Prove |b| = √2 |a|.
- Since (a + b) is perpendicular to a, their dot product is zero: (a + b) · a = 0.
- Expanding the dot product gives a · a + b · a = 0, which simplifies to |a|² + a · b = 0.
- Since (2a + b) is perpendicular to b, their dot product is zero: (2a + b) · b = 0.
- Expanding this dot product gives 2(a · b) + b · b = 0, which simplifies to 2(a · b) + |b|² = 0.
- From the first equation, a · b = −|a|²; substituting this into the second equation gives 2(−|a|²) + |b|² = 0.
- Solving for |b|² yields |b|² = 2|a|², and taking the square root gives |b| = √2 |a|.
Answer: From the first, |a|² + a·b = 0; from the second, 2a·b + |b|² = 0. Substituting a·b = −|a|² gives |b|² = 2|a|², so |b| = √2|a|.
Parallelogram ABCD has AB = 2î − 4ĵ + 5k̂ and diagonal DB = 3î − 6ĵ + 2k̂. Find AD and the area of ABCD.
- Going A → D → B gives AB = AD + DB, so AD = AB − DB.
- AD = (2î − 4ĵ + 5k̂) − (3î − 6ĵ + 2k̂) = −î + 2ĵ + 3k̂.
- The area of the parallelogram is |AD × AB| for adjacent sides AD and AB.
- AD × AB = (2×5 − 3×(−4))î − ((−1)×5 − 3×2)ĵ + ((−1)×(−4) − 2×2)k̂ = 22î + 11ĵ + 0k̂.
- Area = √(22² + 11²) = √(484 + 121) = √605 = 11√5 square units.
Answer: AD = AB − DB = −î + 2ĵ + 3k̂. AD × AB = 22î + 11ĵ, so the area is √605 = 11√5 square units.
Section C
On A = {1, 2, 3, 4, 5}, R = {(x, y) : |x² − y²| < 8}. Test R for reflexivity, symmetry and transitivity.
- For reflexivity, check if (x, x) ∈ R for all x ∈ A. Since |x² − x²| = 0 and 0 < 8, R is reflexive.
- For symmetry, if (x, y) ∈ R, then |x² − y²| < 8. Since |x² − y²| = |y² − x²|, it follows that (y, x) ∈ R, so R is symmetric.
- For transitivity, consider (1, 2) and (2, 3). |1² − 2²| = 3 < 8 and |2² − 3²| = 5 < 8, so both pairs are in R.
- Check if (1, 3) ∈ R. Calculate |1² − 3²| = |1 − 9| = 8. Since 8 is not less than 8, (1, 3) is not in R, so R is not transitive.
Answer: Reflexive: |x² − x²| = 0 < 8. Symmetric: |x² − y²| = |y² − x²|. Not transitive: (1, 2) and (2, 3) are in R (differences 3 and 5) but |1 − 9| = 8 is not < 8, so (1, 3) is not in R.
f : R → R, f(x) = ax + b; given f(2) = 3 and f(1) = 1, find f and test it for one-one and onto.
- Given f(x) = ax + b, substitute x = 1 to get f(1) = a + b = 1.
- Substitute x = 2 to get f(2) = 2a + b = 3.
- Subtract the first equation from the second to find a = 2.
- Substitute a = 2 into a + b = 1 to find b = -1, so f(x) = 2x - 1.
- For one-one, assume f(x1) = f(x2), which gives 2x1 - 1 = 2x2 - 1, implying x1 = x2.
- For onto, let y be any real number and solve y = 2x - 1 to get x = (y + 1)/2, which is a real number.
- Since f is both one-one and onto, it is bijective.
Answer: a + b = 1, 2a + b = 3 give a = 2, b = −1, so f(x) = 2x − 1. 2x₁ − 1 = 2x₂ − 1 ⇒ x₁ = x₂ (one-one); any real y equals f((y + 1)/2) (onto). So f is both.
Given √(1 − x²) + √(1 − y²) = a(x − y), prove dy/dx = √((1 − y²)/(1 − x²)).
- Put x = sin θ and y = sin φ, with θ, φ in [−π/2, π/2], so √(1 − x²) = cos θ and √(1 − y²) = cos φ.
- The equation becomes cos θ + cos φ = a(sin θ − sin φ).
- Using sum-to-product: 2cos((θ + φ)/2)cos((θ − φ)/2) = 2a cos((θ + φ)/2)sin((θ − φ)/2).
- Cancel 2cos((θ + φ)/2): cot((θ − φ)/2) = a, so θ − φ = 2cot⁻¹a.
- So sin⁻¹x − sin⁻¹y = 2cot⁻¹a, a constant.
- Differentiate with respect to x: 1/√(1 − x²) − (1/√(1 − y²)) dy/dx = 0.
- Hence dy/dx = √(1 − y²)/√(1 − x²) = √((1 − y²)/(1 − x²)).
Answer: Put x = sin θ, y = sin φ: cos θ + cos φ = a(sin θ − sin φ) gives cot((θ − φ)/2) = a, so sin⁻¹x − sin⁻¹y = 2cot⁻¹a. Differentiating, 1/√(1 − x²) − (1/√(1 − y²)) dy/dx = 0, which gives the result.
Find dy/dx when y = (tan x)^x.
- Take the natural logarithm on both sides of the equation y = (tan x)^x to get log y = x log(tan x).
- Differentiate both sides with respect to x, applying the product rule on the right side to obtain (1/y)(dy/dx) = x(sec²x / tan x) + log(tan x).
- Multiply both sides by y to isolate dy/dx, resulting in dy/dx = (tan x)^x [x sec²x / tan x + log(tan x)].
Answer: log y = x log(tan x), so dy/dx = (tan x)^x [x sec²x / tan x + log(tan x)].
Integrate x² / ((x² + 4)(x² + 9)) with respect to x.
- Let t = x², so the integrand becomes t / ((t + 4)(t + 9)).
- Perform partial fraction decomposition: t / ((t + 4)(t + 9)) = −(4/5)/(t + 4) + (9/5)/(t + 9).
- Substitute t = x² back into the expression to get −(4/5)/(x² + 4) + (9/5)/(x² + 9).
- Integrate each term using the standard formula ∫ dx/(x² + a²) = (1/a) tan⁻¹(x/a).
- The integral of −(4/5)/(x² + 4) is −(4/5) × (1/2) tan⁻¹(x/2) = −(2/5) tan⁻¹(x/2).
- The integral of (9/5)/(x² + 9) is (9/5) × (1/3) tan⁻¹(x/3) = (3/5) tan⁻¹(x/3).
- Combine the results and add the constant of integration C to obtain −(2/5) tan⁻¹(x/2) + (3/5) tan⁻¹(x/3) + C.
Answer: With t = x²: t/((t + 4)(t + 9)) = −(4/5)/(t + 4) + (9/5)/(t + 9). The integral is −(2/5) tan⁻¹(x/2) + (3/5) tan⁻¹(x/3) + C.
Evaluate the integral of |x − 1| + |x − 2| + |x − 3| from 1 to 3.
- On [1, 3], |x − 1| = x − 1 and |x − 3| = 3 − x; |x − 2| = 2 − x on [1, 2] and x − 2 on [2, 3].
- ∫ from 1 to 3 of (x − 1) dx = [(x − 1)²/2] = 4/2 = 2.
- ∫ from 1 to 2 of (2 − x) dx + ∫ from 2 to 3 of (x − 2) dx = 1/2 + 1/2 = 1.
- ∫ from 1 to 3 of (3 − x) dx = [−(3 − x)²/2] = 0 + 4/2 = 2.
- Adding: 2 + 1 + 2 = 5.
Answer: Splitting at x = 2: the three parts give 2, 1/2 + 1/2 and 2, so the value is 5.
Solve x² dy/dx − xy = x² cos²(y/(2x)) given y = π/2 when x = 1.
- Divide the equation by x² to get dy/dx − y/x = cos²(y/2x).
- Substitute y = vx, so dy/dx = v + x(dv/dx), and simplify to x(dv/dx) = cos²(v/2).
- Separate variables as sec²(v/2) dv = dx/x and integrate both sides.
- The integration yields 2 tan(v/2) = log|x| + C.
- Replace v with y/x to obtain the general solution 2 tan(y/2x) = log|x| + C.
- Use the condition y = π/2 at x = 1 to find C: 2 tan(π/4) = log(1) + C, so C = 2.
- The particular solution is 2 tan(y/2x) = log|x| + 2.
Answer: dy/dx = y/x + cos²(y/2x); with y = vx, sec²(v/2) dv = dx/x, so 2 tan(y/2x) = log|x| + C. At x = 1, y = π/2: C = 2. Particular solution: 2 tan(y/(2x)) = log|x| + 2.
By graph, maximise Z = 500x + 300y subject to x, y ≥ 0, 4x + 5y ≥ 20, 2x + y ≤ 12 and x + 2y ≤ 12.
- Draw the lines 4x + 5y = 20, 2x + y = 12 and x + 2y = 12 in the first quadrant.
- The feasible region lies above 4x + 5y = 20 and below both other lines; it is bounded.
- Corner points: (5, 0) and (0, 4) on 4x + 5y = 20; (6, 0) on 2x + y = 12; (0, 6) on x + 2y = 12; and (4, 4) where 2x + y = 12 meets x + 2y = 12.
- Z = 500x + 300y gives Z(5, 0) = 2500, Z(6, 0) = 3000, Z(4, 4) = 2000 + 1200 = 3200, Z(0, 6) = 1800, Z(0, 4) = 1200.
- Maximum Z = 3200 at x = 4, y = 4.
Answer: Corners (0, 4), (0, 6), (4, 4), (6, 0), (5, 0) give Z = 1200, 1800, 3200, 3000, 2500. Maximum Z = 3200 at x = 4, y = 4.
E, F are independent with P(E ∪ F) = 0.6 and P(not E) = 0.6. Find P(F) and P(Ē ∪ F̄).
- Given P(not E) = 0.6, we calculate P(E) = 1 - P(not E) = 1 - 0.6 = 0.4.
- Using the formula for the union of independent events, P(E ∪ F) = P(E) + P(F) - P(E)P(F).
- Substituting the known values into the equation: 0.6 = 0.4 + P(F) - 0.4 P(F).
- Simplifying the equation gives 0.2 = 0.6 P(F), so P(F) = 0.2 / 0.6 = 1/3.
- Using De Morgan's Law, P(Ē ∪ F̄) = 1 - P(E ∩ F).
- Since E and F are independent, P(E ∩ F) = P(E)P(F) = 0.4 × (1/3) = 2/15.
- Therefore, P(Ē ∪ F̄) = 1 - 2/15 = 13/15.
Answer: P(E) = 0.4; 0.6 = 0.4 + P(F) − 0.4 P(F) gives P(F) = 1/3. P(Ē ∪ F̄) = 1 − P(E)P(F) = 1 − 0.4/3, so P(F) = 1/3, P(Ē ∪ F̄) = 13/15.
Section D
For A = [1, −2, 0; 2, −1, −1; 0, −2, 1] find A⁻¹, then solve 2x − y − z = 8, x − 2y = 10, −2y + z = 7.
- Reorder the equations as x − 2y = 10, 2x − y − z = 8, −2y + z = 7. Then the system is AX = B with the given A and B = (10, 8, 7).
- |A| = 1((−1)(1) − (−1)(−2)) − (−2)(2×1 − 0) + 0 = −3 + 4 = 1, so A⁻¹ exists.
- Cofactors: C11 = −3, C12 = −2, C13 = −4, C21 = 2, C22 = 1, C23 = 2, C31 = 2, C32 = 1, C33 = 3.
- adj A is the transpose of the cofactor matrix: [−3, 2, 2; −2, 1, 1; −4, 2, 3]. Since |A| = 1, A⁻¹ = adj A.
- X = A⁻¹B: x = (−3)(10) + 2(8) + 2(7) = 0, y = (−2)(10) + 8 + 7 = −5, z = (−4)(10) + 2(8) + 3(7) = −3.
- So x = 0, y = −5, z = −3 (check: 2(0) + 5 + 3 = 8).
Answer: |A| = 1, A⁻¹ = adj A = [−3, 2, 2; −2, 1, 1; −4, 2, 3]. X = A⁻¹B with B = (10, 8, 7) gives (x, y, z) = (0, −5, −3).
A = [−1, a, 2; 1, 2, x; 3, 1, 1] has inverse [1, −1, 1; −8, 7, −5; b, y, 3]. Find (a + x) − (b + y).
- Since A · A⁻¹ = I, equate the (1,3) element of the product to 0: (−1)(1) + a(−5) + 2(3) = 0, which simplifies to 5 − 5a = 0, giving a = 1.
- Equate the (2,3) element of the product to 0: 1(1) + 2(−5) + x(3) = 0, which simplifies to 3x − 9 = 0, giving x = 3.
- Equate the (3,1) element of the product to 0: 3(1) + 1(−8) + 1(b) = 0, which simplifies to −5 + b = 0, giving b = 5.
- Equate the (3,2) element of the product to 0: 3(−1) + 1(7) + 1(y) = 0, which simplifies to 4 + y = 0, giving y = −4.
- Calculate the required value: (a + x) − (b + y) = (1 + 3) − (5 − 4) = 4 − 1 = 3.
Answer: Comparing A·A⁻¹ with I: −5 + b = 0, 5 − 5a = 0, 4 + y = 0, 3x − 9 = 0, so b = 5, a = 1, y = −4, x = 3, and (a + x) − (b + y) = 4 − 1 = 3.
Evaluate the integral of (sin x + cos x)/(9 + 16 sin 2x) from 0 to π/4.
- Put t = sin x − cos x. Then dt = (cos x + sin x) dx; x = 0 gives t = −1 and x = π/4 gives t = 0.
- t² = 1 − 2 sin x cos x = 1 − sin 2x, so sin 2x = 1 − t² and 9 + 16 sin 2x = 25 − 16t².
- The integral becomes ∫ from −1 to 0 of dt/(25 − 16t²) = ∫ dt/((5 − 4t)(5 + 4t)).
- Partial fractions: 1/((5 − 4t)(5 + 4t)) = (1/10)[1/(5 − 4t) + 1/(5 + 4t)].
- Integrating: (1/10) × (1/4)[log(5 + 4t) − log(5 − 4t)] = (1/40) log((5 + 4t)/(5 − 4t)).
- From −1 to 0: (1/40)[log 1 − log(1/9)] = (1/40) log 9 = (1/20) log 3 ≈ 0.0549.
Answer: Put sin x − cos x = t, so sin 2x = 1 − t² and the integral is ∫ dt/(25 − 16t²) from −1 to 0 = (1/40) log 9 = (1/20) log 3 ≈ 0.0549.
Evaluate the integral of sin 2x · tan⁻¹(sin x) from 0 to π/2.
- Let I = ∫ from 0 to π/2 of sin 2x tan⁻¹(sin x) dx and use sin 2x = 2 sin x cos x to write I = 2 ∫ from 0 to π/2 of sin x cos x tan⁻¹(sin x) dx.
- Substitute t = sin x so dt = cos x dx, changing limits from x=0 to t=0 and x=π/2 to t=1, resulting in I = 2 ∫ from 0 to 1 of t tan⁻¹(t) dt.
- Integrate by parts with u = tan⁻¹(t) and dv = t dt, giving du = dt/(1+t²) and v = t²/2, so ∫ t tan⁻¹(t) dt = (t²/2)tan⁻¹(t) - ∫ (t²/2)/(1+t²) dt.
- Simplify the remaining integral as 1/2 ∫ (1 - 1/(1+t²)) dt, which evaluates to 1/2(t - tan⁻¹(t)).
- Combine terms to get the antiderivative (t²/2)tan⁻¹(t) - t/2 + 1/2 tan⁻¹(t), and evaluate from 0 to 1 using tan⁻¹(1) = π/4 to obtain π/4 - 1/2.
- Multiply by the constant factor 2 to find I = 2(π/4 - 1/2) = π/2 - 1.
- The final answer is π/2 - 1, which is approximately 0.5708.
Answer: With sin x = t: 2∫ t tan⁻¹t dt from 0 to 1 = 2[(t²/2) tan⁻¹t − t/2 + ½ tan⁻¹t] = 2(π/4 − 1/2) = π/2 − 1 ≈ 0.5708.
By integration, find the area of the ellipse x²/16 + y²/4 = 1 lying between x = −2 and x = 2.
- From x²/16 + y²/4 = 1, solve for y to get y = ±½√(16 − x²).
- The required area is 2 ∫ from −2 to 2 of ½√(16 − x²) dx, which simplifies to ∫ from −2 to 2 of √(16 − x²) dx.
- Using symmetry about the y-axis, rewrite the area as 2 ∫ from 0 to 2 of √(16 − x²) dx.
- Apply the standard formula ∫√(a² − x²) dx = (x/2)√(a² − x²) + (a²/2)sin⁻¹(x/a) with a = 4.
- Substitute the limits 0 and 2 into the antiderivative: 2 [ (2/2)√(16 − 4) + (16/2)sin⁻¹(2/4) − 0 ].
- Evaluate the terms to get 2 [ √12 + 8sin⁻¹(1/2) ] = 2 [ 2√3 + 8(π/6) ].
- Simplify the final expression to 4√3 + 8π/3, which is approximately 15.31 square units.
Answer: y = ½√(16 − x²); area = 4∫₀² ½√(16 − x²) dx = 2[(x/2)√(16 − x²) + 8 sin⁻¹(x/4)]₀² = 4√3 + 8π/3 ≈ 15.31 square units.
P′(1, 0, 7) is the image of P(x, y, z) in the line x/1 = (y − 1)/2 = (z − 2)/3. Find P.
- Let the foot of the perpendicular from P to the line be M, which lies on the line x/1 = (y − 1)/2 = (z − 2)/3 = λ.
- The coordinates of M are (λ, 2λ + 1, 3λ + 2).
- Since P′(1, 0, 7) is the image of P, M is the midpoint of PP′, so the vector P′M is perpendicular to the direction vector of the line (1, 2, 3).
- The vector P′M is (λ − 1, 2λ + 1, 3λ − 5).
- Using the dot product for perpendicularity: (λ − 1)(1) + (2λ + 1)(2) + (3λ − 5)(3) = 0.
- Simplifying the equation: λ − 1 + 4λ + 2 + 9λ − 15 = 0, which gives 14λ − 14 = 0, so λ = 1.
- Substituting λ = 1, M is (1, 3, 5); using P = 2M − P′, we get P = 2(1, 3, 5) − (1, 0, 7) = (1, 6, 3).
Answer: Midpoint M(λ, 2λ + 1, 3λ + 2) with P′M ⊥ line gives λ = 1, M(1, 3, 5); then P = 2M − P′ = (1, 6, 3).
Section E
A camera sits 5 m up a pole; a car is x m from the pole's base and sees the camera at elevation θ. Write θ in terms of the height and x.
- In the right-angled triangle formed by the pole, the ground, and the line of sight, the height of the camera is the opposite side to angle θ, which is 5 m.
- The distance of the car from the base of the pole is the adjacent side to angle θ, which is x m.
- Using the definition of tangent, tan θ = opposite / adjacent = 5 / x.
- Therefore, θ = tan⁻¹(5 / x).
Answer: tan θ = 5/x, so θ = tan⁻¹(5/x).
With θ = tan⁻¹(5/x) as above, find dθ/dx.
- Differentiate θ = tan⁻¹(5/x) with respect to x using the chain rule: dθ/dx = 1/(1 + (5/x)²) × d(5/x)/dx.
- Simplify the derivative of the inner function: d(5/x)/dx = −5/x², so dθ/dx = 1/(1 + 25/x²) × (−5/x²).
- Combine the terms to get the final result: dθ/dx = −5/(x² + 25).
Answer: dθ/dx = −5/(25 + x²).
The car moves away from the 5 m pole at 20 m/s. Find dθ/dt when it is 50 m from the pole.
- Let x be the distance from the pole and h be the height of the pole, so tan θ = h/x = 5/x.
- Differentiate both sides with respect to time t to get sec² θ (dθ/dt) = -5/x² (dx/dt).
- When x = 50 m, calculate sec² θ = 1 + tan² θ = 1 + (5/50)² = 1 + 1/100 = 101/100.
- Substitute dx/dt = 20 m/s, x = 50, and sec² θ = 101/100 into the equation: (101/100)(dθ/dt) = -5/2500 × 20.
- Simplify the right side to -100/2500 = -1/25, then solve for dθ/dt: dθ/dt = (-1/25) × (100/101) = -4/101 rad/s.
Answer: dθ/dt = (−5/(25 + 2500)) × 20 = −100/2525 = −4/101 rad/s (the angle decreases at 4/101 rad/s).
Another car, 50 m from the 5 m pole, has its elevation angle changing at 3/101 rad/s. Find its speed.
- From (ii), dθ/dt = (dθ/dx)(dx/dt) = −5/(25 + x²) × dx/dt.
- At x = 50: 25 + x² = 2525, so dθ/dt = −(5/2525) dx/dt = −(1/505) dx/dt.
- With dθ/dt = 3/101: dx/dt = −505 × 3/101 = −15 m/s (θ rising means the car is moving towards the pole).
- The speed is the size of dx/dt, so the car's speed is 15 m/s.
Answer: 3/101 = (5/2525) × speed in size, so the speed is 15 m/s.
Note: The paper does not say whether the angle is increasing or decreasing; either way the speed is 15 m/s, and only the sign of dx/dt (direction) changes.
Severe, moderate and light turbulence are equally likely; a plane is late with chance 55%, 37%, 17% respectively. Find P(late).
- Let S, M, and L denote the events of severe, moderate, and light turbulence respectively. Since they are equally likely, P(S) = P(M) = P(L) = 1/3.
- Let E be the event that the plane is late. Using the law of total probability, P(E) = P(E|S)P(S) + P(E|M)P(M) + P(E|L)P(L).
- Substitute the given probabilities: P(E) = (0.55)(1/3) + (0.37)(1/3) + (0.17)(1/3).
- Factor out 1/3 and sum the terms: P(E) = (1/3)(0.55 + 0.37 + 0.17) = (1/3)(1.09) = 109/300.
Answer: P(late) = (1/3)(0.55 + 0.37 + 0.17) = 109/300.
In the same setting, given the plane was late, find the probability the turbulence was moderate.
- Using Bayes' theorem, the probability of moderate turbulence given the plane was late is P(moderate | late) = P(late | moderate) × P(moderate) / P(late).
- Substitute the given values into the formula: P(moderate | late) = (1/3 × 37/100) / (109/300) = 37/109.
Answer: P(moderate | late) = (1/3 × 37/100)/(109/300) = 37/109.
sin is restricted to a set A onto [−1, 1] so that sin⁻¹ exists. Give such an interval A other than the principal branch.
- Identify that for sin⁻¹ to exist, the function sin x must be one-to-one and map the interval A onto the range [−1, 1].
- Select an interval of length π where sine is monotonic and covers the full range, such as [π/2, 3π/2], noting that sin(π/2) = 1 and sin(3π/2) = −1.
Answer: For example [π/2, 3π/2] (any interval on which sine runs once through [−1, 1], such as [−3π/2, −π/2]).
Note: Any interval on which sine takes every value in [−1, 1] exactly once is correct, e.g. [π/2, 3π/2] or [−3π/2, −π/2].
Using principal values, find sin⁻¹(−1/2) − sin⁻¹(1).
- The principal value of sin⁻¹(−1/2) is −π/6 since sin(−π/6) = −1/2.
- The principal value of sin⁻¹(1) is π/2 since sin(π/2) = 1.
- Substitute the values into the expression: −π/6 − π/2 = −2π/3 (≈ −2.0944).
Answer: −π/6 − π/2 = −2π/3 (≈ −2.0944).
Sketch y = sin⁻¹x on [−1, 1] with its principal value branch.
- Identify the domain of the function as [−1, 1] and the principal range as [−π/2, π/2].
- Plot the key points: (−1, −π/2), (0, 0), and (1, π/2).
- Draw an increasing curve connecting these points, noting it is steepest at the ends and is the reflection of y = sin x on [−π/2, π/2] in the line y = x.
Answer: An increasing curve through the origin from (−1, −π/2) to (1, π/2), steepest at the ends; it is the reflection of sine on [−π/2, π/2] in the line y = x.
For f(x) = 2 sin⁻¹(1 − x), state its domain and its range.
- Since the argument of sin⁻¹ must lie in [−1, 1], we set −1 ≤ 1 − x ≤ 1.
- Solving the inequality gives 0 ≤ x ≤ 2, so the domain is [0, 2].
- The range of sin⁻¹(t) is [−π/2, π/2], so −π/2 ≤ sin⁻¹(1 − x) ≤ π/2.
- Multiplying by 2 gives −π ≤ 2 sin⁻¹(1 − x) ≤ π, so the range is [−π, π].
Answer: −1 ≤ 1 − x ≤ 1 gives domain [0, 2]; −π/2 ≤ sin⁻¹(1 − x) ≤ π/2 gives range [−π, π].
Marks: 80 of 80, counting each either/or choice once.
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