Mathematics 2024 Paper II 50 marks Solve

Paper II — Q3

(a) Locate the poles and their order for the function f(z) = 1/[z(sin πz)(z + 1/2)]. Also, find the residue of f(z) at these…

(a)

Locate the poles and their order for the function f(z) = 1/[z(sin πz)(z + 1/2)]. Also, find the residue of f(z) at these poles. 15 marks

(b)

Consider the series Σ(n=1 to ∞) U_n(x), 0 ≤ x ≤ 1, the sum of whose first n terms is given by S_n(x) = (1/2n²)log(1 + n⁴x²), x ∈ [0,1]. Show that the given series can be differentiated term-by-term, though Σ(n=1 to ∞) U'_n(x), does not converge uniformly on [0,1]. 20 marks

(c)

Using duality principle, solve the following linear programming problem: Minimize z = 4x₁ + 3x₂ + x₃ subject to x₁ + 2x₂ + 4x₃ ≥ 12, 3x₁ + 2x₂ + x₃ ≥ 8, x₁, x₂, x₃ ≥ 0. 15 marks

हिंदी में प्रश्न पढ़ें
(a)

फलन f(z) = 1/[z(sin πz)(z + 1/2)] के अनंतक तथा उनकी घात (ऑर्डर) का पता लगाइए। इन अनंतकों पर f(z) के अवशेष भी ज्ञात कीजिए। (15 अंक)

(b)

श्रेणी Σ(n=1 to ∞) U_n(x), 0 ≤ x ≤ 1 का विचार कीजिए, जिसके पहले n पदों का योगफल S_n(x) = (1/2n²)log(1 + n⁴x²), x ∈ [0,1] के द्वारा दिया गया है। दर्शाइए कि दी गई श्रेणी को पद-दर-पद अवकलित किया जा सकता है, यद्यपि Σ(n=1 to ∞) U'_n(x), [0,1] पर एकसमान अभिसरित नहीं होती है। (20 अंक)

(c)

द्वैत सिद्धांत का उपयोग करते हुए, निम्नलिखित रैखिक प्रोग्रामन समस्या को हल कीजिए: न्यूनतमीकरण कीजिए z = 4x₁ + 3x₂ + x₃ बशर्ते कि x₁ + 2x₂ + 4x₃ ≥ 12, 3x₁ + 2x₂ + x₃ ≥ 8, x₁, x₂, x₃ ≥ 0। (15 अंक)

Q3 of the 2024 UPSC Mains Mathematics Paper II, as printed
The question as printed in the 2024 Mathematics paper

Model answer

Drafted with AI by UPSC Answer Check against this question's marking rubric, to the expected length. UPSC does not publish answers for Mains — this is one way to score well, not an official key. How we build rubrics and answers.

(a) The poles are zeros of the denominator z(sin πz)(z + 1/2).

  • At z = 0: z has a simple zero and sin πz has a simple zero, while z + 1/2 ≠ 0. Hence the denominator has a zero of order 2, so f has a pole of order 2 at z = 0.
  • At z = n, where n is an integer and n ≠ 0: sin πz has a simple zero, while n ≠ 0 and n + 1/2 ≠ 0. Hence f has a simple pole at each z = n, n ∈ ℤ, n ≠ 0.
  • At z = −1/2: z + 1/2 has a simple zero, while z = −1/2 ≠ 0 and sin(−π/2) = −1 ≠ 0. Hence f has a simple pole at z = −1/2.

Residues:

For a simple pole at z = n, n ∈ ℤ, n ≠ 0, Res(f, n) = lim(z→n) (z − n) f(z) = 1/[n(n + 1/2)] · lim(z→n) (z − n)/sin πz. Since sin πz ≈ (−1)ⁿ π(z − n) near z = n, lim(z→n) (z − n)/sin πz = (−1)ⁿ/π. Thus Res(f, n) = (−1)ⁿ/[π n(n + 1/2)] = 2(−1)ⁿ/[π n(2n + 1)], n ∈ ℤ, n ≠ 0.

At z = −1/2, Res(f, −1/2) = lim(z→−1/2) (z + 1/2) f(z) = 1/[z sin πz] at z = −1/2 = 1/[(-1/2)(−1)] = 2.

At z = 0, let h(z) = (z + 1/2) sin πz. Near z = 0, sin πz = πz − π³z³/6 + …, so h(z) = (z + 1/2)(πz − π³z³/6 + …) = (π/2)z + πz² + … . Therefore 1/h(z) = 2/(πz) − 4/π + …, and f(z) = 1/[z h(z)] = 2/(π z²) − 4/(π z) + … . Hence Res(f, 0) = −4/π.

(b) Let Sₙ(x) = 1/(2n²) log(1 + n⁴x²), x ∈ [0, 1]. Then U₁ = S₁ and for n ≥ 2, Uₙ = Sₙ − Sₙ₋₁, with S₀ = 0.

First find the sum of the given series. For fixed x, if x = 0, Sₙ(x) = 0. If x > 0, Sₙ(x) = 1/(2n²) log(1 + n⁴x²) = 1/(2n²)[4 log n + 2 log x + o(1)] → 0. Also for 0 ≤ x ≤ 1, 0 ≤ Sₙ(x) ≤ log(1 + n⁴)/(2n²) → 0. Thus the series converges uniformly to f(x) = 0 on [0, 1].

Now differentiate Sₙ: Sₙ′(x) = 1/(2n²) · (2n⁴x)/(1 + n⁴x²) = n²x/(1 + n⁴x²).

Therefore U₁′(x) = S₁′(x) = x/(1 + x²), and for n ≥ 2, Uₙ′(x) = Sₙ′(x) − Sₙ₋₁′(x).

The partial sum of the derivative series is Σ(k=1 to N) Uₖ′(x) = S_N′(x) = N²x/(1 + N⁴x²).

For fixed x ≥ 0, if x = 0, S_N′(0) = 0; if x > 0, S_N′(x) ∼ 1/(N²x) → 0. Hence Σ(n=1 to ∞) Uₙ′(x) = 0 = f′(x). So the given series can be differentiated term-by-term on [0, 1].

However, the convergence of Σ Uₙ′(x) is not uniform. Its N-th remainder is 0 − S_N′(x) = − N²x/(1 + N⁴x²). The maximum of N²x/(1 + N⁴x²) on [0, 1] occurs at x = 1/N², and equals (N² · 1/N²)/(1 + 1) = 1/2. Thus sup(0 ≤ x ≤ 1) |remainder| = 1/2, which does not tend to 0 as N → ∞. Therefore Σ Uₙ′(x) does not converge uniformly on [0, 1], although term-by-term differentiation still holds here.

(c) Primal problem: Minimize z = 4x₁ + 3x₂ + x₃ subject to x₁ + 2x₂ + 4x₃ ≥ 12, 3x₁ + 2x₂ + x₃ ≥ 8, x₁, x₂, x₃ ≥ 0.

Using duality, the dual is: Maximize w = 12y₁ + 8y₂ subject to y₁ + 3y₂ ≤ 4, 2y₁ + 2y₂ ≤ 3, 4y₁ + y₂ ≤ 1, y₁, y₂ ≥ 0.

From 4y₁ + y₂ ≤ 1 and y₁ ≥ 0, w = 12y₁ + 8y₂ = 8(4y₁ + y₂) − 20y₁ ≤ 8 · 1 − 0 = 8. Equality holds when y₁ = 0 and 4y₁ + y₂ = 1, so y₂ = 1. This point satisfies all dual constraints. Hence the dual optimum is **w* = 8 at (y₁, y₂) = (0, 1)**.

By the duality principle, the primal optimum is also **z* = 8**.

Use complementary slackness. Since y₂ = 1 > 0, the second primal constraint is tight: 3x₁ + 2x₂ + x₃ = 8. At (y₁, y₂) = (0, 1), the dual constraints for x₁ and x₂ are y₁ + 3y₂ = 3 < 4, 2y₁ + 2y₂ = 2 < 3. Hence x₁ = 0 and x₂ = 0. Then from the tight second constraint, x₃ = 8. The first primal constraint gives 4x₃ = 32 ≥ 12, so it is satisfied.

Therefore the optimal primal solution is (x₁, x₂, x₃) = (0, 0, 8), and the minimum value is z_min = 8.

How this answer will be evaluated

What earns full marks: Complete derivations, correct theorems cited, all parts solved with verification.

Evaluation rubric

Each sub-part is marked on its own, against the marks and word limit printed on the paper.

  1. (a) Poles, orders and residues of f(z) = 1/[z sin πz (z + 1/2)]. 15 marks

    calculate— given → formula → substitution → result with units → interpretation

    Must cover

    • Double pole at z = 0; simple poles at z = n (n ≠ 0 integer) and z = −1/2
    • Res at n: (−1)ⁿ/[πn(n + 1/2)] = 2(−1)ⁿ/[πn(2n + 1)]
    • Res at −1/2 = 2
    • Res at 0 = −4/π via Laurent expansion or derivative formula

    Loses marks

    • Treating z = 0 as simple pole

    Earns more

    • Use of sin πz ≈ (−1)ⁿπ(z − n)

    Extra mark

    • Check with formula d/dz[z² f(z)] at 0
  2. (b) Series with Sₙ = log(1 + n⁴x²)/(2n²): term-by-term differentiation valid though ΣUₙ′ not uniformly convergent. 20 marks

    justify— claim → 3-4 reasons → evidence → conclusion

    Must cover

    • Sum function lim Sₙ = 0 on [0, 1] (uniform)
    • S′ₙ = n²x/(1 + n⁴x²) → 0 pointwise, so Σ Uₙ′ = 0 = f′
    • sup of N²x/(1 + N⁴x²) on [0, 1] = 1/2 at x = 1/N²
    • Conclusion: differentiation valid, convergence of derivative series not uniform

    Loses marks

    • Claiming the derivative series converges uniformly

    Earns more

    • Remark that uniform convergence is sufficient, not necessary

    Extra mark

    • Graph of S′ₙ peaks
  3. (c) Solve the minimisation LPP using duality. 15 marks

    calculate— given → formula → substitution → result with units → interpretation

    Must cover

    • Dual: max w = 12y₁ + 8y₂ s.t. y₁ + 3y₂ ≤ 4, 2y₁ + 2y₂ ≤ 3, 4y₁ + y₂ ≤ 1
    • Dual optimum (0, 1), w = 8
    • Complementary slackness ⇒ x₁ = x₂ = 0, 3x₁ + 2x₂ + x₃ = 8
    • Primal optimum (0, 0, 8), z = 8

    Loses marks

    • Wrong dual constraint directions

    Earns more

    • Dual solved by simplex or graph

    Extra mark

    • Verification of feasibility of both solutions
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