Q1 50M Compulsory solve Linear algebra, calculus and 3D geometry
(a) Let V₁ = (2, -1, 3, 2), V₂ = (-1, 1, 1, -3) and V₃ = (1, 1, 9, -5) be three vectors of the space ℝ⁴. Does (3, -1, 0, -1) ∈ span {V₁, V₂, V₃} ? Justify your answer. (10 marks)
(b) Find the rank and nullity of the linear transformation : T : ℝ³ → ℝ³ given by T(x, y, z) = (x + z, x + y + 2z, 2x + y + 3z) (10 marks)
(c) Find the values of p and q for which limₓ→₀ [x(1 + p cos x) - q sin x]/x³ exists and equals 1. (10 marks)
(d) Examine the convergence of the integral ∫₀¹ (log x)/(1+x) dx (10 marks)
(e) A variable plane which is at a constant distance 3p from the origin O cuts the axes in the points A, B, C respectively. Show that the locus of the centroid of the tetrahedron OABC is 9(1/x² + 1/y² + 1/z²) = 16/p². (10 marks)
हिंदी में पढ़ें
(a) मान लीजिए V₁ = (2, -1, 3, 2), V₂ = (-1, 1, 1, -3), V₃ = (1, 1, 9, -5) समष्टि ℝ⁴ के तीन सदिश हैं । क्या (3, -1, 0, -1) ∈ विस्तृति {V₁, V₂, V₃} ? अपने उत्तर को तर्कसहित सिद्ध कीजिए । (10 अंक)
(b) T(x, y, z) = (x + z, x + y + 2z, 2x + y + 3z) द्वारा दिए गए रैखिक रूपांतरण : T : ℝ³ → ℝ³ की कोटि तथा शून्यता ज्ञात कीजिए । (10 अंक)
(c) p तथा q के वो मान निकालिए जिसके लिए limₓ→₀ [x(1 + p cos x) - q sin x]/x³ का अस्तित्व है एवं 1 के बराबर है । (10 अंक)
(d) समाकल ∫₀¹ (log x)/(1+x) dx की अभिसारिता का परीक्षण कीजिए । (10 अंक)
(e) एक चर समतल, जो कि मूल-बिंदु O से अचर दूरी 3p पर है, अक्षों को क्रमशः बिंदुओं A, B, C पर काटता है । दर्शाइए कि चतुष्फलक OABC के केंद्रक का बिंदुपथ 9(1/x² + 1/y² + 1/z²) = 16/p² है । (10 अंक)
Answer approach & key points
Solve each sub-part systematically with equal time allocation (~20% per part) since all carry 10 marks each. For (a), set up and solve the linear system for span membership; for (b), construct the matrix of T and apply rank-nullity theorem; for (c), use Taylor series expansion or L'Hôpital's rule to find p and q; for (d), apply comparison tests for improper integrals; for (e), use the distance formula and centroid coordinates to derive the locus. Present solutions clearly with proper mathematical notation and concluding statements for each part.
- Part (a): Set up the augmented matrix [V₁ V₂ V₃ | (3,-1,0,-1)] and determine consistency via row reduction; conclude whether the target vector lies in the span
- Part (b): Construct the 3×3 matrix of T, compute its rank via determinant or row reduction, then apply rank-nullity theorem (rank + nullity = 3)
- Part (c): Expand cos x and sin x using Taylor series up to x³ terms, equate coefficients to ensure limit exists and equals 1, solving for p = -5/2 and q = -3/2
- Part (d): Identify the singularity at x=0, use limit comparison test with x^(-1/2) or direct evaluation showing |log x|/(1+x) is integrable, proving convergence
- Part (e): Use the plane equation x/a + y/b + z/c = 1 with distance condition 1/√(1/a²+1/b²+1/c²) = 3p, find centroid (a/4, b/4, c/4), eliminate parameters to obtain 9(1/x²+1/y²+1/z²) = 16/p²
Q2 50M solve Linear algebra, multivariable calculus and 3D geometry
(a) If the matrix of a linear transformation T : IR³→IR³ relative to the basis {(1, 0, 0), (0, 1, 0), (0, 0, 1)} is
$$\begin{bmatrix} 1 & 1 & 2 \\ -1 & 2 & 1 \\ 0 & 1 & 3 \end{bmatrix},$$
then find the matrix of T relative to the basis {(1, 1, 1), (0, 1, 1), (0, 0, 1)}. (15 marks)
(b) Evaluate the triple integral which gives the volume of the solid enclosed between the two paraboloids Z = 5(x² + y²) and Z = 6 – 7x² – y². (15 marks)
(c)(i) Show that the equation 2x² + 3y² – 8x + 6y – 12z + 11 = 0 represents an elliptic paraboloid. Also find its principal axis and principal planes. (10 marks)
(c)(ii) The plane $\frac{x}{a}+\frac{y}{b}+\frac{z}{c}=1$ meets the coordinate axes in A, B, C respectively. Prove that the equation of the cone generated by the lines drawn from the origin O to meet the circle ABC is
$$yz\left(\frac{b}{c}+\frac{c}{b}\right)+zx\left(\frac{c}{a}+\frac{a}{c}\right)+xy\left(\frac{b}{a}+\frac{a}{b}\right)=0.$$ (10 marks)
हिंदी में पढ़ें
(a) यदि आधार {(1, 0, 0), (0, 1, 0), (0, 0, 1)} के सापेक्ष रैखिक रूपांतरण T : IR³→IR³ का आव्यूह
$$\begin{bmatrix} 1 & 1 & 2 \\ -1 & 2 & 1 \\ 0 & 1 & 3 \end{bmatrix}$$
है, तब आधार {(1, 1, 1), (0, 1, 1), (0, 0, 1)} के सापेक्ष T का आव्यूह ज्ञात कीजिए। (15 अंक)
(b) दो परवलयजों Z = 5(x² + y²) और Z = 6 – 7x² – y² के बीच घिरे ठोस के आयतन को दर्शाने वाले त्रिशः समाकल का मान निकालिए। (15 अंक)
(c)(i) दर्शाइए कि समीकरण 2x² + 3y² – 8x + 6y – 12z + 11 = 0 एक दीर्घवृत्तीय परवलयज प्रदर्शित करता है। साथ ही मुख्य अक्ष और मुख्य समतलों को भी ज्ञात कीजिए। (10 अंक)
(c)(ii) समतल $\frac{x}{a}+\frac{y}{b}+\frac{z}{c}=1$, निर्देशांक अक्षों को क्रमशः A, B, C में मिलता है। सिद्ध कीजिए कि मूल बिंदु O से वृत्त ABC को मिलाने वाली रेखाओं द्वारा जनित शंकु का समीकरण
$$yz\left(\frac{b}{c}+\frac{c}{b}\right)+zx\left(\frac{c}{a}+\frac{a}{c}\right)+xy\left(\frac{b}{a}+\frac{a}{b}\right)=0$$
है। (10 अंक)
Answer approach & key points
Solve all three parts systematically, allocating approximately 30% time to part (a) on change of basis matrices, 30% to part (b) on triple integration using cylindrical coordinates, and 40% to part (c) covering both the elliptic paraboloid identification and the cone equation derivation. Begin each part with clear statement of the method, show all computational steps with proper justification, and conclude with boxed final answers.
- Part (a): Correct construction of change of basis matrix P using new basis vectors, computation of P⁻¹, and application of similarity transformation P⁻¹AP to find the new matrix representation
- Part (b): Identification of intersection curve x² + y² = 0.5, correct setup of cylindrical coordinate bounds (r: 0 to 1/√2, θ: 0 to 2π, z: 5r² to 6-7r²), and accurate evaluation of the triple integral
- Part (c)(i): Completion of squares to standard form, verification of elliptic paraboloid by identifying one linear term and two squared terms with same sign, identification of principal axis (z-axis direction) and principal planes
- Part (c)(ii): Correct determination of coordinates A(a,0,0), B(0,b,0), C(0,0,c), equation of sphere through OABC, intersection with plane to get circle ABC, and homogenization to derive the cone equation
- Proper matrix notation and determinant calculations for part (a) with verification of non-singularity
- Clear geometric interpretation in part (b) showing the paraboloid intersection forms a bounded solid
- Systematic algebraic manipulation in (c)(ii) showing the homogenization process with λ = 0 substitution
Q3 50M solve Linear algebra, multivariable calculus, 3D geometry
Let $A = \begin{bmatrix} 1 & 0 & 0 \\ 1 & 0 & 1 \\ 0 & 1 & 0 \end{bmatrix}$
(i) Verify the Cayley-Hamilton theorem for the matrix $A$.
(ii) Show that $A^n = A^{n-2} + A^2 - I$ for $n \geq 3$, where $I$ is the identity matrix of order 3. Hence, find $A^{40}$. 10+10
(b) Justify whether $(0, 0)$ is an extreme point for the function $f(x, y) = 2x^4 - 3x^2y + y^2$. 15
(c) Find the equation of the sphere through the circle
$x^2 + y^2 + z^2 - 4x - 6y + 2z - 16 = 0$; $3x + y + 3z - 4 = 0$
in the following two cases.
(i) the point $(1, 0, -3)$ lies on the sphere.
(ii) the given circle is a great circle of the sphere. 15
हिंदी में पढ़ें
दिया गया है $A=\begin{bmatrix} 1 & 0 & 0 \\ 1 & 0 & 1 \\ 0 & 1 & 0 \end{bmatrix}$
(i) आव्यूह A के लिये कैले-हैमिल्टन प्रमेय को सत्यापित कीजिए।
(ii) दर्शाइए कि n ≥ 3 के लिये Aⁿ = Aⁿ⁻² + A² – I; जहाँ I कोटि 3 का तत्समक आव्यूह है।
अतः A⁴⁰ ज्ञात कीजिए। 10+10
(b) तर्क सहित दर्शाइये कि $(0, 0)$, फलन $f(x, y) = 2x^4 - 3x^2y + y^2$ का चरम-बिन्दु है अथवा नहीं। 15
(c) वृत्त $x^2 + y^2 + z^2 - 4x - 6y + 2z - 16 = 0$; $3x + y + 3z - 4 = 0$ से होकर गुजरने वाले गोले का समीकरण निम्न दो स्थितियों में ज्ञात कीजिए।
(i) बिन्दु $(1, 0, -3)$ गोले पर हो।
(ii) दिया गया वृत्त गोले का एक बृहत् वृत्त हो। 15
Answer approach & key points
Solve this multi-part problem by allocating approximately 40% time to part (a) covering Cayley-Hamilton verification and recurrence relation (20 marks), 30% to part (b) on extreme point analysis using Hessian and higher-order tests (15 marks), and 30% to part (c) on sphere equations through given circle with two conditions (15 marks). Begin with clear statement of characteristic polynomial for (a), proceed to systematic matrix powers, apply second derivative test with discriminant analysis for (b), and use sphere family through circle intersection for (c).
- For (a)(i): Correct computation of characteristic polynomial det(A - λI) = -λ³ + λ² + λ - 1 and verification that A³ = A² + A - I
- For (a)(ii): Proof of recurrence Aⁿ = Aⁿ⁻² + A² - I using Cayley-Hamilton, and efficient computation of A⁴⁰ via pattern or binary exponentiation
- For (b): Computation of first partials fx = 8x³ - 6xy, fy = -3x² + 2y, verification that (0,0) is critical point, and application of discriminant D = fxx·fyy - (fxy)² with higher-order analysis showing saddle point
- For (c)(i): Formation of sphere family S: x²+y²+z²-4x-6y+2z-16 + λ(3x+y+3z-4) = 0 and substitution of (1,0,-3) to find λ
- For (c)(ii): Condition that given circle is great circle requires sphere center to lie on plane 3x+y+3z-4=0, yielding center (-4+3λ)/2, (-6+λ)/2, (2+3λ)/2 satisfying plane equation
- Explicit final answers: A⁴⁰ expression, conclusion that (0,0) is not extreme point (saddle), and two sphere equations with specific λ values
Q4 50M solve Matrix rank, curve tracing, 3D geometry
Find the rank of the matrix
$A = \begin{bmatrix} 1 & 2 & -1 & 0 \\ -1 & 3 & 0 & -4 \\ 2 & 1 & 3 & -2 \\ 1 & 1 & 1 & -1 \end{bmatrix}$
by reducing it to row-reduced echelon form. 15
(b) Trace the curve $y^2(x^2 - 1) = 2x - 1$. 20
(c) Prove that the locus of a line which meets the lines
y = mx, z = c; y = -mx, z = -c and the circle x² + y² = a², z = 0 is
c²m²(cy - mzx)² + c²(yz - cmx)² = a²m²(z² - c²)². 15
हिंदी में पढ़ें
आव्यूह $A = \begin{bmatrix} 1 & 2 & -1 & 0 \\ -1 & 3 & 0 & -4 \\ 2 & 1 & 3 & -2 \\ 1 & 1 & 1 & -1 \end{bmatrix}$
का पंक्ति समानतित सोपानक रूप में समान्यन करके उसकी कोटि ज्ञात कीजिए। 15
(b) वक्र $y^2(x^2 - 1) = 2x - 1$ को अनुरेखित कीजिए। 20
(c) सिद्ध कीजिए कि रेखाओं y = mx, z = c; y = -mx, z = -c और
वृत्त x² + y² = a², z = 0 से मिलने वाली रेखा का विद्यु-पथ
c²m²(cy - mzx)² + c²(yz - cmx)² = a²m²(z² - c²)² है। 15
Answer approach & key points
Solve all three parts systematically, allocating approximately 30% time to part (a) matrix rank reduction, 40% to part (b) curve tracing as it carries highest marks, and 30% to part (c) 3D geometry proof. Begin with clear identification of each part, show complete row operations for (a), detailed curve analysis with asymptotes and intercepts for (b), and rigorous parametric derivation for (c).
- Part (a): Correct reduction of 4×4 matrix to row-reduced echelon form using elementary row operations, identification of pivot positions, and accurate rank determination
- Part (b): Complete curve tracing of y²(x²-1)=2x-1 including symmetry analysis, asymptotes (vertical at x=±1), intercepts, domain restrictions, and sketch of two branches
- Part (c): Proper parameterization of lines meeting given skew lines and circle, elimination of parameters to derive the stated quartic locus surface
- Verification of rank by checking linear dependence of rows/columns or using determinant test for part (a)
- Analysis of singular points and behavior near asymptotes for part (b) curve