
CBSE Class 12 2024 Mathematics Set 2 65/1/2 Question Paper is available for download. The exam was successfully conducted by CBSE on March 9 in the morning session from 10:30 AM to 1:30 PM. As per the student’s initial reactions, the CBSE Class 12 2024 Mathematics Set 2 Question Paper was reported as Moderate.
The Calculus section in the CBSE Class 12 2024 Mathematics Set 2 65/1/2 Question Paper was reported as Challenging, Algebra as Moderate, and Probability & Statistics as Easy to Moderate.
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Let θ be the angle between two unit vectors ˆa and ˆb such that sin θ = 3/5. Then, ˆa · ˆb is equal to:
Step 1: Recall the dot product formula for unit vectors.
The dot product of two unit vectors ˆa and ˆb is given by:
ˆa · ˆb = |ˆa||ˆb| cos θ,where |ˆa| = |ˆb| = 1 (since they are unit vectors). Therefore:
ˆa · ˆb = cos θ.
Step 2: Use the given sine value and Pythagorean identity.
We are given sin θ = 3/5. Using the Pythagorean identity:
sin²θ + cos²θ = 1,we find:
(3/5)² + cos²θ = 1, 9/25 + cos²θ = 1, cos²θ = 1 − 9/25 = 16/25.
Step 3: Solve for cos θ.
cos θ = ±√(16/25) = ±4/5.
Step 4: Conclusion.
The value of ˆa · ˆb is:
ˆa · ˆb = ±4/5.
Hence, the correct answer is (C) ±4/5.
The integrating factor of the differential equation x dy/dx − y = x4 − 3x is:
Step 1: Rewrite the given equation in standard linear form.
The given equation is:
x (dy/dx) − y = x4 − 3x.
Divide through by x to express the equation in standard linear form:
dy/dx − (1/x)y = x3 − 3.
Step 2: Identify the coefficient of y.
In standard form, the coefficient of y is −1/x. The integrating factor (IF) is given by:
IF = e∫P(x) dx,where P(x) = −1/x.
Step 3: Calculate the integrating factor.
Integrate −1/x:
∫(−1/x) dx = −ln|x|.
Thus, the integrating factor is:
IF = e−ln|x|.
Simplify using the property eln(a) = a:
IF = |x|−1.
For positive x, this simplifies to:
IF = x−1.
Conclusion: The integrating factor is (C) x−1.
If the direction cosines of a line are √3k, √3k, √3k, then the value of k is:
Step 1: Recall the property of direction cosines.
For direction cosines l, m, n, the following property holds:
l² + m² + n² = 1.
Here, l = √3k, m = √3k, and n = √3k.
Step 2: Substitute the values of l, m, and n into the equation.
(√3k)² + (√3k)² + (√3k)² = 1.
Simplify:
3k² + 3k² + 3k² = 1 9k² = 1.
Step 3: Solve for k².
k² = 1/9.
Taking the square root:
k = ±1/3.
Conclusion: The value of k is (D) ±1/3.
A linear programming problem deals with the optimization of a/an:
Explanation:
Linear programming is a method for optimizing a linear objective function subject to linear constraints. The objective function and constraints take the general form:
Optimize: Z = c₁x₁ + c₂x₂ + ... + cₙxₙ
Subject to: a₁₁x₁ + a₁₂x₂ + ... + a₁ₙxₙ ≤ b₁
a₂₁x₁ + a₂₂x₂ + ... + a₂ₙxₙ ≤ b₂, ...
Conclusion: Linear programming involves optimizing a linear function. The correct answer is (B) linear function.
If P(A | B) = P(A′ | B), then which of the following statements is true?
Step 1: Write the definition of conditional probability.
The conditional probabilities are:
P(A | B) = P(A ∩ B) / P(B), P(A′ | B) = P(A′ ∩ B) / P(B).
Since P(A | B) = P(A′ | B), we can equate:
P(A ∩ B) / P(B) = P(A′ ∩ B) / P(B).
Cancel P(B) (as P(B) > 0):
P(A ∩ B) = P(A′ ∩ B).
Step 2: Use the property of probabilities.
We know:
P(A ∩ B) + P(A′ ∩ B) = P(B).
Substitute P(A ∩ B) = P(A′ ∩ B):
P(A ∩ B) + P(A ∩ B) = P(B), 2P(A ∩ B) = P(B).
Divide by 2:
P(A ∩ B) = 1/2 P(B).
Conclusion: The correct answer is (C) P(A ∩ B) = 1/2 P(B).
If aij and Aij represent the (i, j)th element and its cofactor of the matrix:
[ 2 -3 5 ] [ 6 0 4 ] [ 1 5 -7 ]
Then the value of a11A21 + a12A22 + a13A23 is:
Step 1: Recall a property of determinants.
For a matrix, the sum of the product of elements from one row and the cofactors from another row is always zero. That is:
∑ aijAkj = 0 (for i ≠ k).
Step 2: Apply the property to the given matrix.
We are calculating:
a11A21 + a12A22 + a13A23.
Here, the first row elements (a11, a12, a13) are multiplied by the second row cofactors (A21, A22, A23). By the property of determinants:
a11A21 + a12A22 + a13A23 = 0.
Conclusion: The correct answer is (A) 0.
The derivative of sin(x2) w.r.t. x, at x = √π, is:
Step 1: Write the function and differentiate it.
The given function is:
f(x) = sin(x2).
Using the chain rule, the derivative is:
f'(x) = cos(x2) × d/dx(x2).
Since d/dx(x2) = 2x, the derivative becomes:
f'(x) = cos(x2) × 2x.
Step 2: Substitute x = √π.
At x = √π, the expression becomes:
f'(√π) = cos((√π)2) × 2√π = cos(π) × 2√π.
Step 3: Simplify the expression.
Since cos(π) = −1:
f'(√π) = −1 × 2√π = −2√π.
Conclusion: The derivative of sin(x2) at x = √π is −2√π.
The order and degree of the differential equation:
[1 + (dy/dx)2]3 = d2y/dx2
are:
Step 1: Define order and degree.
Step 2: Analyze the given equation.
[1 + (dy/dx)2]3 = d2y/dx2.
Conclusion: The order is 2, and the degree is 1.
The vector with terminal point A(2, −3, 5) and initial point B(3, −4, 7) is:
Step 1: Formula for a vector between two points.
The vector from B to A is:
A⃗ − B⃗ = (x2 − x1)î + (y2 − y1)ĵ + (z2 − z1)k̂.
Step 2: Substitute the coordinates.
A⃗ − B⃗ = (2 − 3)î + (−3 − (−4))ĵ + (5 − 7)k̂.
Step 3: Simplify.
A⃗ − B⃗ = −î + ĵ − 2k̂.
Conclusion: The vector is −î + ĵ − 2k̂.
The distance of the point P(a, b, c) from the y-axis is:
Step 1: Define the distance formula.
The distance of a point from the y-axis is the perpendicular distance to the plane x = 0, z = 0.
This is given by:
Distance = √(a2 + c2).
Step 2: Apply the formula.
For P(a, b, c):
Distance from y-axis = √(a2 + c2).
Conclusion: The distance is √(a2 + c2).
The number of corner points of the feasible region determined by the constraints x ≥ 0, y ≥ 0, x + y ≥ 4 is:
Step 1: Analyze the constraints.
Step 2: Find the intersection points of the constraints.
Step 3: Identify the feasible region.
The feasible region is the part of the plane satisfying all constraints. It lies in the first quadrant and includes the line x + y ≥ 4.
Step 4: Count the corner points.
Conclusion: The number of corner points is 2.
If A and B are two non-zero square matrices of the same order such that:
(A + B)2 = A2 + B2
then:
Step 1: Expand the equation.
We are given:
(A + B)2 = A2 + B2
Expand the left-hand side using matrix multiplication:
(A + B)2 = A2 + AB + BA + B2
Step 2: Substitute into the given equation.
A2 + AB + BA + B2 = A2 + B2
Step 3: Simplify.
Cancel A2 and B2 from both sides:
AB + BA = 0
Step 4: Rearrange the terms.
Rearrange to find the relationship between A and B:
AB = -BA
Conclusion: The matrices A and B are anti-commutative, satisfying AB = -BA.
A relation R defined on set A = {x : x ∈ Z and 0 ≤ x ≤ 10} as R = {(x, y) : x = y} is given to be an equivalence relation. The number of equivalence classes is:
The relation R = {(x, y) : x = y} is the equality relation, meaning x is equivalent to y only if x = y. The given set is:
A = {0, 1, 2, ..., 10}.
Step 1: Verify Equivalence Relation
Therefore, R is an equivalence relation.
Step 2: Find Equivalence Classes
Each element of A forms its own equivalence class because x = y only holds for a single y. Hence, the equivalence classes are:
{0}, {1}, {2}, ..., {10}.
The total number of equivalence classes is equal to the number of elements in A, which is:
11.
Conclusion: The number of equivalence classes is 11.
If a matrix has 36 elements, the number of possible orders it can have is:
The total number of elements in a matrix is given by the product of its number of rows and columns:
m × n = 36,
where m is the number of rows, and n is the number of columns.
Step 1: Find All Factor Pairs
To determine the possible orders of the matrix, find all pairs of positive integers (m, n) such that their product equals 36. These pairs are:
(1, 36), (2, 18), (3, 12), (4, 9), (6, 6), (9, 4), (12, 3), (18, 2), (36, 1).
There are 9 such pairs.
Conclusion: The number of possible orders is 9.
The number of points where f(x) = ⌊x⌋, 0 < x < 3 (⌊·⌋ denotes the greatest integer function), is not differentiable is:
The function f(x) = ⌊x⌋ (greatest integer function) assigns the greatest integer less than or equal to x for any real number x.
Step 1: Behavior of ⌊x⌋
Step 2: Points in the Interval 0 < x < 3
Conclusion: The function f(x) is not differentiable at x = 1 and x = 2. Therefore, the total number of non-differentiable points is 2.
Let f(x) be a continuous function on [a, b] and differentiable on (a, b). Then, this function f(x) is strictly increasing in (a, b) if:
Step 1: Strictly Increasing Function
A function f(x) is strictly increasing on an interval (a, b) if:
f'(x) > 0, ∀ x ∈ (a, b).
This means that the derivative of f(x) must be positive throughout the interval.
Step 2: Analysis of Options
Conclusion: For f(x) to be strictly increasing on (a, b), the derivative f'(x) must satisfy:
f'(x) > 0, ∀ x ∈ (a, b).
If:
[x + y 2]
[5 xy]
=
[6 2]
[5 8]
then the value of:
(24 / x) + (24 / y) is:
Step 1: Equate Corresponding Elements
Step 2: Expression to Evaluate
We need to find:
(24 / x) + (24 / y).
Simplify using the identity:
(a / x) + (a / y) = a · (x + y) / (xy).
Substitute known values: x + y = 6, xy = 8.
(24 / x) + (24 / y) = 24 · (6 / 8) = 24 · (3 / 4) = 18.
Conclusion: The value of (24 / x) + (24 / y) is 18.
If:
∫0a 1 / √(4 + x²) dx = π / 6,
then the value of a is:
Step 1: Standard Integral Form
The integral of 1 / √(a² + x²) is:
∫ 1 / √(a² + x²) dx = (1 / a) · tan⁻¹(x / a) + C.
Here, a² = 4, so a = 2. The integral becomes:
∫ 1 / √(4 + x²) dx = (1 / 2) · tan⁻¹(x / 2).
Step 2: Evaluate the Definite Integral
Substitute the limits 0 to a:
∫0a 1 / √(4 + x²) dx = (1 / 2) · [tan⁻¹(a / 2) - tan⁻¹(0)].
Since tan⁻¹(0) = 0, we have:
(1 / 2) · tan⁻¹(a / 2) = π / 6.
Step 3: Solve for a
Multiply through by 2:
tan⁻¹(a / 2) = π / 3.
Take the tangent on both sides:
a / 2 = tan(π / 3).
The value of tan(π / 3) is √3, so:
a / 2 = √3.
Multiply through by 2:
a = 2√3.
Conclusion: The value of a is 2√3.
Questions number 19 and 20 are Assertion and Reason based questions. Two statements are given, one labelled Assertion (A) and the other labelled Reason(R). Select the correct answer from the codes (A), (B), (C) and (D) as given below.
Assertion (A): A line in space cannot be drawn perpendicular to x, y, and z axes simultaneously.
Reason (R): For any line making angles α, β, γ with the positive directions of x, y, and z axes respectively:
cos²α + cos²β + cos²γ = 1.
Step 1: Analyze the Assertion
A line in three-dimensional space cannot be perpendicular to all three axes simultaneously. If a line is perpendicular to all three axes, the direction cosines cosα, cosβ, cosγ would all be zero, which would violate the fundamental relation of direction cosines:
cos²α + cos²β + cos²γ = 1.
Step 2: Analyze the Reason
The given equation cos²α + cos²β + cos²γ = 1 ensures that at least one of the direction cosines is non-zero, indicating that the line cannot be simultaneously perpendicular to x, y, and z axes.
Conclusion: Both Assertion (A) and Reason (R) are true, and Reason (R) is the correct explanation of Assertion (A).
Assertion (A): For the matrix:
A = [ [1 cosθ 1],
[-cosθ 1 cosθ],
[-1 -cosθ 1] ],
where θ ∈ [0, 2π], |A| ∈ [2, 4].
Reason (R): cosθ ∈ [-1, 1], ∀ θ ∈ [0, 2π].
Step 1: Compute the Determinant of A
Using cofactor expansion along the first row:
|A| = 1 × |[1 cosθ], [-cosθ 1]| - cosθ × |[-cosθ cosθ], [-1 1]| + 1 × |[-cosθ 1], [-1 -cosθ]|.
Substitute back:
|A| = 1 × (1 + cos²θ) - cosθ × 0 + 1 × (1 + cos²θ).
|A| = (1 + cos²θ) + (1 + cos²θ) = 2 + 2cos²θ.
Step 2: Determine Range of |A|
Since cosθ ∈ [-1, 1], cos²θ ∈ [0, 1].
Therefore, |A| = 2 + 2cos²θ ∈ [2, 4].
Step 3: Verify the Assertion and Reason
Conclusion: Both Assertion (A) and Reason (R) are true, and the Reason (R) correctly explains the Assertion (A).
Find:
∫ x √(1 + 2x) dx
Step 1: Substitution
Let u = 1 + 2x. Then, du = 2 dx and x = (u - 1) / 2.
Substitute into the integral:
I = ∫ [(u - 1) / 2] √u · (1 / 2) du = (1 / 4) ∫ (u - 1)u1/2 du.
Step 2: Simplify the Integral
I = (1 / 4) ∫ (u3/2 - u1/2) du.
Split the integral:
I = (1 / 4) [∫ u3/2 du - ∫ u1/2 du].
Step 3: Integrate
∫ u3/2 du = (2 / 5) u5/2, and ∫ u1/2 du = (2 / 3) u3/2.
Substitute back:
I = (1 / 4) [(2 / 5) u5/2 - (2 / 3) u3/2].
Substitute u = 1 + 2x:
I = (1 / 10) (1 + 2x)5/2 - (1 / 6) (1 + 2x)3/2 + C.
Final Answer:
∫ x √(1 + 2x) dx = (1 / 10) (1 + 2x)5/2 - (1 / 6) (1 + 2x)3/2 + C.
Evaluate:
∫π/4π/2 (sin √x) / √x dx
Step 1: Substitution
Let t = √x. Then, x = t², dx = 2t dt, and √x = t.
Substitute into the integral:
I = ∫π/4π/2 (sin t / t) · 2t dt.
Simplify:
I = 2 ∫π/4π/2 sin t dt.
Step 2: Integrate
I = 2 [-cos t]π/4π/2.
Evaluate:
I = 2 [(-cos π/2) + cos(π/4)].
Since cos π/2 = 0 and cos(π/4) = 1, we have:
I = 2 [0 + 1] = 2.
Final Answer:
∫π/4π/2 (sin √x) / √x dx = 2.
Given:
If a→ and b→ are two non-zero vectors such that:
(a→ + b→) ⊥a→ and (2⃗a + ⃗b) ⊥ ⃗b, prove that |⃗b| = √2|⃗a|.
Step 1: Analyze the given conditions
Step 2: Expand and simplify the dot products
From (a→ +b→) ·a→ = 0:
⃗a · ⃗a + ⃗b · ⃗a = 0.
Using |a→|² = a→ ·a→:
|a→|² +b→ · a→ = 0.
Thus:
⃗b · ⃗a = −|⃗a|². (1)
From (2⃗a + ⃗b) · ⃗b = 0:
(2⃗a) · ⃗b + ⃗b · ⃗b = 0.
Using |b→|² =b→ ·b→:
2(a→ ·b→) + |b→|² = 0.
Substitute a→ ·b→ = −|a→|² from equation (1):
2(−|a→|²) + |b→|² = 0.
Simplify:
−2|a→|² + |b→|² = 0.
Thus:
|b→|² = 2|a→|². (2)
Step 3: Solve for |b→|
Take the square root on both sides of equation (2):
|b→| = √2|a→|.
Conclusion:
It is proven that |b→| = √2|a→|.
In the given figure, ABCD is a parallelogram. If:

AB→ = 2î − 4ĵ + 5k̂ and DB→ = 3î − 6ĵ + 2k̂,
then find AD→ and hence find the area of parallelogram ABCD.
Step 1: Calculate AD→
Using the relationship AD→= AB→+ DB→:
AD→ = (2î − 4ĵ + 5k̂) + (3î − 6ĵ + 2k̂).
Simplify:
AD→ = (2 + 3)î + (−4 − 6)ĵ + (5 + 2)k̂ = 5î − 10ĵ + 7k̂.
Step 2: Find the Area of the Parallelogram
The area is given by:
Area = |AB→ × AD→|.
Calculate the cross product:
AB⃗ × AD⃗ = | î ĵ k̂ |
| 2 -4 5 |
| 5 -10 7 |.
Expand the determinant:
AB→ × AD→ = î((-4)(7) - (5)(-10)) - ĵ((2)(7) - (5)(5)) + k̂((2)(-10) - (-4)(5)).
Simplify:
Thus, AB⃗ × AD⃗ = 22î − 11ĵ + 0k̂.
Step 3: Magnitude of the Cross Product
The magnitude is:
|AB⃗ × AD⃗| = √(22² + (−11)² + 0²) = √(484 + 121) = √605.
Final Answer: The area of parallelogram ABCD is √605.
If y = √(cos x + y), prove that:
dy/dx = sin x / (1 − 2y).
Step 1: Square Both Sides
Start with:
y = √(cos x + y).
Square both sides:
y² = cos x + y.
Step 2: Differentiate Both Sides
Differentiating with respect to x:
2y (dy/dx) = −sin x + dy/dx.
Step 3: Rearrange
Collect dy/dx terms:
2y (dy/dx) − dy/dx = −sin x.
Factorize:
dy/dx (2y − 1) = −sin x.
Step 4: Solve for dy/dx
dy/dx = −sin x / (2y − 1).
Since y = √(cos x + y), y is always positive. This simplifies to:
dy/dx = sin x / (1 − 2y).
Final Answer: dy/dx = sin x / (1 − 2y).
Show that the function f(x) = |x|³ is differentiable at all points of its domain.
Step 1: Rewrite the Function
The function can be written as:
f(x) = {x³, if x ≥ 0; −x³, if x < 0}.
Step 2: Continuity
At x = 0, check the left-hand and right-hand limits:
Since both limits and f(0) = 0, the function is continuous at x = 0.
Step 3: Differentiability
Differentiate f(x) for x > 0 and x < 0:
f'(x) = {3x², if x > 0; 3x², if x < 0}.
At x = 0, compute the left-hand and right-hand derivatives:
Since f'(0⁻) = f'(0⁺) = 0, the derivative exists at x = 0.
Final Answer: The function f(x) = |x|³ is differentiable at all points of its domain.
Find:
∫ x² / [(x² + 4)(x² + 9)] dx
Step 1: Partial Fraction Decomposition
Let:
x² / [(x² + 4)(x² + 9)] = A / (x² + 4) + B / (x² + 9).
Multiply through by (x² + 4)(x² + 9) to get:
x² = A(x² + 9) + B(x² + 4).
Simplify:
x² = (A + B)x² + (9A + 4B).
Equating coefficients:
From the first equation, B = 1 − A. Substitute into the second equation:
9A + 4(1 − A) = 0 → 9A + 4 − 4A = 0 → 5A = −4 → A = −4/5.
Substitute A = −4/5 into B = 1 − A:
B = 1 + 4/5 = 9/5.
Thus:
x² / [(x² + 4)(x² + 9)] = −(4/5) / (x² + 4) + (9/5) / (x² + 9).
Step 2: Integrate Each Term
The integral becomes:
∫ x² / [(x² + 4)(x² + 9)] dx = −(4/5) ∫ 1 / (x² + 4) dx + (9/5) ∫ 1 / (x² + 9) dx.
Using the standard formula ∫ 1 / (x² + a²) dx = (1/a) tan⁻¹(x/a):
Substitute back:
∫ x² / [(x² + 4)(x² + 9)] dx = −(4/5)(1/2) tan⁻¹(x/2) + (9/5)(1/3) tan⁻¹(x/3) + C.
Simplify:
∫ x² / [(x² + 4)(x² + 9)] dx = −(2/5) tan⁻¹(x/2) + (3/5) tan⁻¹(x/3) + C.
Final Answer:
∫ x² / [(x² + 4)(x² + 9)] dx = −(2/5) tan⁻¹(x/2) + (3/5) tan⁻¹(x/3) + C.
Find the absolute maximum and minimum values of the function:
f(x) = 12x4/3 − 6x1/3, x ∈ [0, 1]
Step 1: Find the derivative of f(x)
The given function is:
f(x) = 12x4/3 − 6x1/3.
Differentiate with respect to x:
f'(x) = 12 · (4/3)x1/3 − 6 · (1/3)x−2/3.
Simplify:
f'(x) = 16x1/3 − 2x−2/3.
Step 2: Find critical points
Set f'(x) = 0:
16x1/3 − 2x−2/3 = 0.
Factorize:
2x−2/3(8x − 1) = 0.
This gives:
Step 3: Evaluate f(x) at critical points and endpoints
f(0) = 12(0)4/3 − 6(0)1/3 = 0.
f(1) = 12(1)4/3 − 6(1)1/3 = 12 − 6 = 6.
f(1/8) = 12(1/8)4/3 − 6(1/8)1/3.
Simplify:
(1/8)1/3 = 1/2, (1/8)4/3 = (1/2)4 = 1/16.
f(1/8) = 12(1/16) − 6(1/2) = 3/4 − 3 = −9/4.
Step 4: Determine the maximum and minimum values
Conclusion:
Evaluate:
∫13 (|x − 1| + |x − 2| + |x − 3|) dx
Step 1: Analyze the Absolute Values
Break the interval [1, 3] at critical points x = 1, x = 2, and x = 3. The intervals are:
For each interval, rewrite the absolute values:
Thus, the integrand becomes:
Step 2: Integrate Over Each Interval
∫12 (4 − x) dx = [4x − (x² / 2)]12.
Evaluate:
4(2) − (2² / 2) − [4(1) − (1² / 2)] = (8 − 2) − (4 − 0.5) = 6 − 3.5 = 2.5.
∫23 x dx = [(x² / 2)]23.
Evaluate:
(3² / 2) − (2² / 2) = (9 / 2) − (4 / 2) = 5 / 2.
Step 3: Add the Results
Total Integral:
∫13 (|x − 1| + |x − 2| + |x − 3|) dx = 2.5 + 2.5 = 5.
Final Answer:
∫13 (|x − 1| + |x − 2| + |x − 3|) dx = 5.
Find the general solution of the differential equation:
dy/dx = (x² + y²) / (2xy)
Step 1: Simplify the Equation
Rewrite by dividing numerator and denominator by x²:
dy/dx = (1 + (y/x)²) / (2(y/x)).
Let v = y/x, so y = vx and dy/dx = v + x(dv/dx).
Substitute into the equation:
v + x(dv/dx) = (1 + v²) / (2v).
Step 2: Separate Variables
Rearrange to isolate dv/dx:
x(dv/dx) = (1 + v²) / (2v) − v.
Simplify:
x(dv/dx) = (1 + v² − 2v²) / (2v) = (1 − v²) / (2v).
Separate variables:
2v / (1 − v²) dv = 1/x dx.
Step 3: Integrate Both Sides
∫ 2v / (1 − v²) dv = ∫ −du/u = −ln|u| = −ln|1 − v²|.
∫ 1/x dx = ln|x|.
Combine results:
−ln|1 − v²| = ln|x| + C.
Exponentiate both sides:
|1 − v²| = Kx, where K = e−C is a constant.
Step 4: Substitute Back v = y/x
Replace v with y/x:
1 − (y/x)² = Kx.
Multiply through by x²:
x² − y² = Kx³.
Final Answer:
x² − y² = Kx³, where K is an arbitrary constant.
Solve the following linear programming problem graphically:
Maximise z = 5x + 4y
Subject to the constraints:
Step 1: Convert the inequalities into equations for graphing
Step 2: Determine the feasible region
The feasible region is determined by the intersection of the half-planes defined by the inequalities:
Graph these constraints and shade the common region satisfying all the inequalities.
Step 3: Identify the corner points of the feasible region
Find the intersection points of the boundary lines:
From x + 2y = 4 → y = (4 − x) / 2. Substitute into 3x + y = 6:
3x + (4 − x) / 2 = 6 → 6x + 4 − x = 12 → 5x + 4 = 12 → x = 8/5.
Substitute x = 8/5 into y = (4 − x) / 2:
y = (4 − 8/5) / 2 = (20/5 − 8/5) / 2 = 12/5 / 2 = 6/5.
Corner point: (8/5, 6/5).
From x + y = 4 → y = 4 − x. Substitute into x + 2y = 4:
x + 2(4 − x) = 4 → x + 8 − 2x = 4 → −x + 8 = 4 → x = 4.
Substitute x = 4 into y = 4 − x:
y = 4 − 4 = 0.
Corner point: (4, 0).
Subtract x + y = 4 from 3x + y = 6:
3x + y − (x + y) = 6 − 4 → 2x = 2 → x = 1.
Substitute x = 1 into x + y = 4:
y = 4 − 1 = 3.
Corner point: (1, 3).
Step 4: Evaluate z = 5x + 4y at the corner points
Conclusion:
A function f is defined from R → R as f(x) = ax + b, such that f(1) = 1 and f(2) = 3. Find the function f(x). Hence, check whether the function f(x) is one-one and onto.
Step 1: Solve for the coefficients a and b
From the given conditions:
Solve equations (1) and (2) simultaneously:
From equation (1): b = 1 − a.
Substitute b = 1 − a into equation (2):
2a + (1 − a) = 3 → 2a + 1 − a = 3 → a = 2.
Substitute a = 2 into equation (1):
2 + b = 1 → b = −1.
Thus, the function is:
f(x) = 2x − 1.
Step 2: Check if f(x) is one-one
A function is one-one (injective) if distinct inputs lead to distinct outputs.
For f(x) = 2x − 1, the slope is 2 (non-zero), which implies it is a strictly increasing linear function.
Therefore, f(x) is one-one.
Step 3: Check if f(x) is onto
A function is onto (surjective) if for every y ∈ R, there exists x ∈ R such that f(x) = y.
For f(x) = 2x − 1, solve for x:
y = 2x − 1 → x = (y + 1) / 2.
Since x ∈ R for all y ∈ R, the function is onto.
Conclusion:
If √(1 − x²) + √(1 − y²) = a(x − y), prove that:
dy/dx = √(1 − y²) / √(1 − x²).
Step 1: Differentiate both sides
The given equation is:
√(1 − x²) + √(1 − y²) = a(x − y).
Differentiating both sides with respect to x:
(d/dx)√(1 − x²) + (d/dx)√(1 − y²) = (d/dx)[a(x − y)].
Using the chain rule:
−x / √(1 − x²) − y / √(1 − y²) · (dy/dx) = a(1 − dy/dx).
Step 2: Rearrange terms
Rearrange to isolate dy/dx:
−y / √(1 − y²) · (dy/dx) + a(dy/dx) = a − x / √(1 − x²).
Factorize dy/dx:
dy/dx [a − y / √(1 − y²)] = a − x / √(1 − x²).
Solve for dy/dx:
dy/dx = [a − x / √(1 − x²)] / [a − y / √(1 − y²)].
Step 3: Simplify for a = 1
If a = 1, the equation simplifies to:
dy/dx = √(1 − y²) / √(1 − x²).
Conclusion:
It is proved that dy/dx = √(1 − y²) / √(1 − x²).
If y = (tan x)x, find dy/dx.
Step 1: Take the natural logarithm
The given function is:
y = (tan x)x.
Take the natural logarithm of both sides:
ln y = x ln(tan x).
Step 2: Differentiate both sides
Differentiating with respect to x:
(1 / y)(dy/dx) = ln(tan x) + x · (1 / tan x) · sec²x.
Step 3: Solve for dy/dx
Multiply through by y = (tan x)x:
dy/dx = (tan x)x[ln(tan x) + x(sec²x / tan x)].
Simplify further:
dy/dx = (tan x)x[ln(tan x) + x csc x sec x].
Final Answer:
dy/dx = (tan x)x[ln(tan x) + x csc x sec x].
Evaluate:
∫0π/2 ex (1 + sin x) / (1 + cos x) dx
Step 1: Simplify the integrand
Rewrite using trigonometric identities:
Substitute these into the integrand:
(1 + sin x) / (1 + cos x) = cos²(π/4 − x/2) / cos²(x/2).
The integral becomes:
∫0π/2 ex · [cos²(π/4 − x/2) / cos²(x/2)] dx.
Step 2: Solve the integral
This integral requires advanced techniques or numerical evaluation for simplification. Computational tools or approximation methods are suggested for practical evaluation.
Final Answer: Requires further computation using advanced methods or numerical tools.
Evaluate:
∫π/6π/3 (sin x + cos x) / √(sin 2x) dx
Step 1: Simplify the integrand
Use the identity sin 2x = 2sin x cos x. Then:
√(sin 2x) = √(2sin x cos x).
Substitute into the integral:
∫π/6π/3 (sin x + cos x) / √(2sin x cos x) dx = (1/√2) ∫π/6π/3 (sin x + cos x) / √(sin x cos x) dx.
Step 2: Simplify further
Factorize sin x + cos x using the identity:
sin x + cos x = √2 sin(x + π/4).
Substitute into the integral:
I = (1/√2) ∫π/6π/3 √2 sin(x + π/4) / √(sin x cos x) dx = ∫π/6π/3 sin(x + π/4) / √(sin x cos x) dx.
Step 3: Solve the integral
Further substitutions or advanced techniques are required for exact evaluation. Approximation methods might be applied for practical computation.
Final Answer: Requires further computation using advanced methods or numerical tools.
Using integration, find the area of the ellipse:
x²/16 + y²/4 = 1, included between the lines x = −2 and x = 2.
Step 1: Solve for y
The equation of the ellipse is:
x²/16 + y²/4 = 1.
Rearrange to solve for y²:
y²/4 = 1 − x²/16 → y² = 4(1 − x²/16) = 4 − x²/4.
y = ±√(4 − x²/4).
Step 2: Use symmetry to simplify the calculation
The ellipse is symmetric about the x-axis. The area between x = −2 and x = 2 can be calculated as twice the area above the x-axis:
Area = 2 ∫−22 √(4 − x²/4) dx.
Since the integrand is even, further simplify:
Area = 4 ∫02 √(4 − x²/4) dx.
Step 3: Substitution
Let u = 4 − x²/4 → du = −(x/2) dx and x dx = −2 du.
When x = 0, u = 4; when x = 2, u = 4 − 4/4 = 3.
The integral becomes:
∫02 √(4 − x²/4) dx = ∫43 √u (−2 du).
Change limits and simplify:
∫02 √(4 − x²/4) dx = 2 ∫34 √u du.
Step 4: Evaluate the integral
The integral of √u is:
∫ √u du = (2/3)u3/2.
Evaluate from u = 3 to u = 4:
2 ∫34 √u du = 2[(2/3)(43/2) − (2/3)(33/2)].
Simplify:
Area = 2[(16/3) − (2/3)√27] = (32/3) − (4/3)√27.
Final Answer:
Area = (32/3) − (4/3)√27.
Equations of the sides of a parallelogram ABCD are as follows:
AB: (x + 1)/1 = (y − 2)/−2 = (z − 1)/2
BC: (x − 1)/3 = (y + 2)/−5 = (z − 5)/3
CD: (x − 4)/1 = (y + 7)/−2 = (z − 8)/2
DA: (x − 2)/3 = (y + 3)/−5 = (z − 4)/3
Find the equation of diagonal BD.
Step 1: Parametric equations of AB and CD
From AB: (x + 1)/1 = (y − 2)/−2 = (z − 1)/2, let t1 be the parameter:
x = −1 + t1, y = 2 − 2t1, z = 1 + 2t1.
From CD: (x − 4)/1 = (y + 7)/−2 = (z − 8)/2, let t2 be the parameter:
x = 4 + t2, y = −7 − 2t2, z = 8 + 2t2.
Step 2: Coordinates of points B and D
From BC: (x − 1)/3 = (y + 2)/−5 = (z − 5)/3, let t3 be the parameter:
x = 1 + 3t3, y = −2 − 5t3, z = 5 + 3t3.
At t3 = 1, the coordinates of point B are:
B: (4, −7, 8).
From DA: (x − 2)/3 = (y + 3)/−5 = (z − 4)/3, let t4 be the parameter:
x = 2 + 3t4, y = −3 − 5t4, z = 4 + 3t4.
At t4 = 1, the coordinates of point D are:
D: (5, −8, 7).
Step 3: Equation of diagonal BD
The equation of a line passing through points B(4, −7, 8) and D(5, −8, 7) is given by:
(x − 4)/(5 − 4) = (y + 7)/(−8 + 7) = (z − 8)/(7 − 8).
Simplify:
(x − 4)/1 = (y + 7)/−1 = (z − 8)/−1.
Parametrize:
x = 4 + t, y = −7 − t, z = 8 − t.
Final Answer: The equation of diagonal BD is:
(x − 4)/1 = (y + 7)/−1 = (z − 8)/−1.
Given:
A =
[ 1 −2 0 ] [ 2 −1 −1 ] [ 0 −2 1 ]
Find A⁻¹ and use it to solve the following system of equations:
Step 1: Represent the system in matrix form
The system can be written as:
A ·
[ x ]
[ y ]
[ z ]
=
[ 10 ]
[ 8 ]
[ 7 ]
where:
A =
[ 1 −2 0 ]
[ 2 −1 −1 ]
[ 0 −2 1 ]
Step 2: Find A⁻¹
(a) Compute det(A):
Using cofactor expansion, det(A) = 1.
(b) Compute adj(A):
adj(A) =
[ −3 1 4 ]
[ 2 1 2 ]
[ 4 −2 5 ]
(c) Compute A⁻¹:
A⁻¹ = adj(A).
A⁻¹ =
[ −3 1 4 ]
[ 2 1 2 ]
[ 4 −2 5 ]
Step 3: Solve for [x, y, z]
Compute:
[x]
[y]
[z]
= A⁻¹ ·
[ 10 ]
[ 8 ]
[ 7 ]
The solution is:
[x, y, z] = [6, 42, 59].
Final Answer: x = 6, y = 42, z = 59.
Based on the given scenario:
According to recent research, air turbulence has increased in various regions due to climate change. Assume that an airplane observes severe, moderate, or light turbulence with equal probabilities. The probabilities of an airplane reaching late due to these turbulences are 55%, 37%, and 17% respectively.

Answer the following questions:
Given Information:
Part (i): Find the probability that an airplane reached its destination late.
Using the law of total probability:
P(Late) = P(Late | Severe)P(Severe) + P(Late | Moderate)P(Moderate) + P(Late | Light)P(Light).
Substitute the values:
P(Late) = (0.55 × 1/3) + (0.37 × 1/3) + (0.17 × 1/3).
Calculate:
P(Late) = (0.55 + 0.37 + 0.17) / 3 = 1.09 / 3 = 0.3633 (approximately).
Part (ii): Find the probability that the airplane was late due to moderate turbulence.
Using Bayes' theorem:
P(Moderate | Late) = P(Late | Moderate)P(Moderate) / P(Late).
Substitute the values:
P(Moderate | Late) = (0.37 × 1/3) / 0.3633.
Calculate:
P(Moderate | Late) = 0.37 / (3 × 0.3633) = 0.37 / 1.09 = 0.3394 (approximately).
Final Answers:
Given Information:

The sine function, y = sin(x), is defined from ℝ to [−1, 1]. It is neither one-one nor onto over ℝ. By restricting the domain, the inverse sin⁻¹(x) can be defined. Answer the following:
Part (i): Example of an interval other than the principal value branch
The principal value branch for sin(x) is [−π/2, π/2]. Another interval where sin(x) is one-one and onto [−1, 1] is:
A = [π/2, 3π/2].
Part (ii): Compute sin⁻¹(−1/2) − sin⁻¹(1)
sin⁻¹(−1/2) − sin⁻¹(1) = −π/6 − π/2 = −π/6 − 3π/6 = −4π/6 = −2π/3.
Part (iii): Graph of sin⁻¹(x) from [−1, 1] to its principal value branch
The graph of y = sin⁻¹(x) is obtained by reflecting the graph of y = sin(x) (restricted to [−π/2, π/2]) across the line y = x. The graph is continuous and increases from −π/2 to π/2.
Part (iv): Domain and range of f(x) = 2sin⁻¹(1 − x)
−1 ≤ 1 − x ≤ 1 → −1 − 1 ≤ −x ≤ 1 − 1 → −2 ≤ −x ≤ 0 → 0 ≤ x ≤ 2.
[2(−π/2), 2(π/2)] = [−π, π].
Final Answers:
Given Information:

A camera is installed on a pole at a height of 5 m. It detects a car traveling at 20 m/s. At any point x meters away from the base of the pole, the angle of elevation of the camera to the car is θ. Answer the following:
Part (i): Express θ in terms of the height and x
From the right triangle formed, tan(θ) = opposite/adjacent = 5/x.
θ = tan⁻¹(5/x).
Part (ii): Find dθ/dx
Differentiate θ = tan⁻¹(5/x):
dθ/dx = (1 / (1 + (5/x)²)) · (d/dx)(5/x).
dθ/dx = (1 / (1 + 25/x²)) · (−5/x²).
dθ/dx = −5 / (x² + 25).
Part (iii-a): Rate of change of angle of elevation at x = 50 m
The rate of change of angle with respect to time is given by:
dθ/dt = dθ/dx · dx/dt.
Substitute dθ/dx = −5 / (x² + 25) and dx/dt = 20 m/s:
dθ/dt = (−5 / (50² + 25)) · 20 = (−5 / 2525) · 20 = −20 / 505 = −4 / 101 rad/s.
Part (iii-b): Speed of another car with dθ/dt = 3/101 rad/s
Using dθ/dt = dθ/dx · dx/dt, solve for dx/dt:
3/101 = (−5 / 2525) · v.
v = (3/101) · (2525/5) = (3 × 505) / 101 = 15 m/s.
Final Answers:
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