Paper II — Q3
(a) Prove that x² + 1 is an irreducible polynomial in Z₃[x]. Further show that the quotient ring (Z₃[x])/(⟨ x²+1 ⟩) is a field of…
Prove that x² + 1 is an irreducible polynomial in Z₃[x]. Further show that the quotient ring (Z₃[x])/(⟨ x²+1 ⟩) is a field of 9 elements. 15 marks
Prove that u(x, y) = eˣ(x cos y - y sin y) is harmonic. Find its conjugate harmonic function v(x, y) and express the corresponding analytic function f(z) in terms of z. 15 marks
Solve the following linear programming problem by Big M method :
Minimize Z = 2x₁ + 3x₂
subject to x₁ + x₂ ≥ 9 x₁ + 2x₂ ≥ 15 2x₁ - 3x₂ ≤ 9 x₁, x₂ ≥ 0
Is the optimal solution unique? Justify your answer. 20 marks
हिंदी में प्रश्न पढ़ें
सिद्ध कीजिए कि x² + 1, Z₃[x] में एक अविभाज्य बहुपद है। यह भी दर्शाइए कि विभाग वलय (Z₃[x])/(⟨ x²+1 ⟩), 9 अवयवों का एक क्षेत्र है। 15
सिद्ध कीजिए कि u(x, y) = eˣ(x cos y - y sin y) प्रसंवादी है। इसका संयुग्मी प्रसंवादी फलन v(x, y) ज्ञात कीजिए तथा संगत विश्लेषिक फलन f(z) को z के पदों में व्यक्त कीजिए। 15
बड़ा M (बिग M) विधि से निम्नलिखित रैखिक प्रोग्रामन समस्या को हल कीजिए :
न्यूनतमीकरण कीजिए Z = 2x₁ + 3x₂
बशर्ते कि x₁ + x₂ ≥ 9 x₁ + 2x₂ ≥ 15 2x₁ - 3x₂ ≤ 9 x₁, x₂ ≥ 0
क्या इष्टतम हल अद्वितीय है? अपने उत्तर का तर्क प्रस्तुत कीजिए। 20
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) Irreducibility of x² + 1 and the field of 9 elements
A polynomial of degree 2 or 3 over a field is irreducible if and only if it has no root in the field. In Z₃, test roots:
- x = 0: 0² + 1 = 1 ≠ 0.
- x = 1: 1² + 1 = 2 ≠ 0.
- x = 2: 2² + 1 = 4 + 1 = 5 ≡ 2 ≠ 0.
Thus x² + 1 has no root in Z₃, so it is irreducible in Z₃[x].
Since Z₃[x] is a Euclidean domain, an irreducible element generates a maximal ideal. Hence ⟨x² + 1⟩ is maximal, and therefore Z₃[x]/⟨x² + 1⟩ is a field.
Every element of this quotient ring is of the form a + bx with a, b ∈ Z₃, because every polynomial can be reduced modulo x² + 1. There are 3 choices for a and 3 choices for b, hence 3² = 9 elements. So the quotient ring is a field of 9 elements.
Final: x² + 1 is irreducible in Z₃[x], and Z₃[x]/⟨x² + 1⟩ is a field of 9 elements.
(b) Harmonic function, conjugate and analytic function
For u(x, y) = eˣ(x cos y − y sin y), compute: ∂u/∂x = eˣ[(x + 1)cos y − y sin y], ∂²u/∂x² = eˣ[(x + 2)cos y − y sin y].
Also, ∂u/∂y = eˣ[−x sin y − sin y − y cos y] = eˣ[−(x + 1)sin y − y cos y], ∂²u/∂y² = eˣ[−(x + 2)cos y + y sin y].
Hence ∂²u/∂x² + ∂²u/∂y² = eˣ[(x + 2)cos y − y sin y − (x + 2)cos y + y sin y] = 0. So u is harmonic.
Using the Cauchy–Riemann equations: ∂u/∂x = ∂v/∂y, ∂u/∂y = −∂v/∂x. Thus ∂v/∂y = eˣ[(x + 1)cos y − y sin y]. Integrating with respect to y: v = eˣ[(x + 1)sin y + y cos y − sin y] + φ(x) = eˣ[x sin y + y cos y] + φ(x).
Then ∂v/∂x = eˣ[(x + 1)sin y + y cos y] + φ′(x). Since ∂u/∂y = eˣ[−(x + 1)sin y − y cos y], we get φ′(x) = 0, so φ(x) is constant. Taking it as 0, v(x, y) = eˣ(x sin y + y cos y).
Then f(z) = u + iv = eˣ[x cos y − y sin y + i(x sin y + y cos y)] = eˣ(x + iy)(cos y + i sin y) = z eᶻ.
Final: v(x, y) = eˣ(x sin y + y cos y), and f(z) = z eᶻ + iC.
(c) Big M method and uniqueness of the optimum
By the Big M method, introduce surplus variables S₁, S₂, slack S₃, and artificial variables A₁, A₂. Minimize: Z = 2x₁ + 3x₂ + M A₁ + M A₂, subject to x₁ + x₂ − S₁ + A₁ = 9, x₁ + 2x₂ − S₂ + A₂ = 15, 2x₁ − 3x₂ + S₃ = 9, all variables ≥ 0.
Initial basis: A₁ = 9, A₂ = 15, S₃ = 9. Since 3 − 3M < 2 − 2M for large M, x₂ enters. The minimum ratio is 15/2 = 7.5, so A₂ leaves.
After pivot: 0.5x₁ − S₁ + 0.5S₂ + A₁ − 0.5A₂ = 1.5 0.5x₁ + x₂ − 0.5S₂ + 0.5A₂ = 7.5 3.5x₁ − 1.5S₂ + S₃ + 1.5A₂ = 31.5
Now x₁ enters because its reduced cost 0.5 − 0.5M is more negative than that of S₂, namely 1.5 − 0.5M. The minimum ratio is 1.5/0.5 = 3, so A₁ leaves.
Final simplex rows: x₁ − 2S₁ + S₂ + 2A₁ − A₂ = 3 x₂ + S₁ − S₂ − A₁ + A₂ = 6 7S₁ − 5S₂ + S₃ − 7A₁ + 5A₂ = 21
At optimum, artificial variables are zero, so A₁ = A₂ = 0 and S₁ = S₂ = 0. Hence x₁ = 3, x₂ = 6, S₃ = 21.
Check constraints: 3 + 6 = 9, 3 + 12 = 15, 2(3) − 3(6) = −12 ≤ 9. Thus feasible.
Objective: Z = 2(3) + 3(6) = 6 + 18 = 24.
In the final reduced-cost row, the nonbasic variables S₁ and S₂ have reduced costs 1 and 1, while A₁ and A₂ have reduced costs M − 1 > 0. No nonbasic variable has zero reduced cost, so no alternative optimum exists.
Final: x₁ = 3, x₂ = 6, minimum Z = 24. The optimal solution is unique.
How this answer will be evaluated
What earns full marks: Rigorous proofs, correct calculations, clear justification of all steps.
Evaluation rubric
Each sub-part is marked on its own, against the marks and word limit printed on the paper.
- (a) Prove x^2 + 1 is irreducible in Z3[x] and that Z3[x]/<x^2+1> is a field of 9 elements. 15 marks
justify— claim → 3-4 reasons → evidence → conclusion
Must cover
- No root in Z3 (0, 1, 2 checked)
- Degree 2 with no root means irreducible
- Irreducible in a PID gives maximal ideal and field
- Elements a + bx give 9
Loses marks
- Citing the result without testing roots.
Earns more
- Marks for irreducibility, field and count.
Extra mark
- Note that Z3[x] is a PID.
- (b) Prove u = e^x(x cos y - y sin y) is harmonic, find the conjugate v and f(z). 15 marks
derive— given → assumptions → stepwise derivation → result → check
Must cover
- Laplace equation verified
- Cauchy-Riemann integration
- v = e^x(x sin y + y cos y)
- f(z) = z e^z
Loses marks
- Dropping the constant of integration function.
Earns more
- Marks for harmonic check, v and f.
Extra mark
- Check CR for the final v.
- (c) Solve the LP by Big M and state whether the optimum is unique. 20 marks
calculate— given → formula → substitution → result with units → interpretation
Must cover
- Surplus, slack, artificial variables
- Pivots: x2 enters, then x1
- x1 = 3, x2 = 6, Z = 24
- Uniqueness: reduced costs of S1, S2 positive
Loses marks
- Declaring uniqueness with no reduced-cost argument.
Earns more
- Marks for setup, iterations, solution and uniqueness argument.
Extra mark
- Dual values 1 and 1; scipy check.
What "Solve" is asking you to do
Choose the method, then carry it through to a final answer. Identifying what kind of problem this is and why that method applies is the first thing marked; a correct figure arrived at invisibly earns almost nothing.
Structure that answers it
Given data and what is required → method chosen, with the reason it applies → set-up (equation, circuit, free body, trial balance) → working, step by step → answer with units and any condition of validity
Where marks are lost
Doing the middle steps mentally and writing only the result. In mathematics papers, a further loss comes from giving a decimal where the exact value in surds or fractions was wanted, or from skipping the justification a part explicitly asks for.
Practice this exact question
Write your answer and it is marked point by point against the model answer above — what you covered, what you missed, what you got wrong.
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