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Details For UPSC Maths Optional Solved Papers (2018-2022)
UPSC Maths Optional Paper – 01 2022
Question:-02(a) निम्नलिखित समीकरण निकाय के सभी हलों को पंक्ति-समानीत विधि से ज्ञात कीजिए :
&mathrm{x}_1+2 mathrm{x}_2-mathrm{x}_3=2 \
&2 mathrm{x}_1+3 mathrm{x}_2+5 mathrm{x}_3=5 \
&-mathrm{x}_1-3 mathrm{x}_2+8 mathrm{x}_3=-1
end{aligned}
Question:-02(a) Find all solutions to the following system of equations by row-reduced method :
&mathrm{x}_1+2 mathrm{x}_2-mathrm{x}_3=2 \
&2 mathrm{x}_1+3 mathrm{x}_2+5 mathrm{x}_3=5 \
&-mathrm{x}_1-3 mathrm{x}_2+8 mathrm{x}_3=-1
end{aligned}
Question:-02(b) एक
Question:-02(b) A wire of length
Question:-02(c) यदि
Question:-02(c) If
Question:-03(a) माना समुच्चय
(i) सिद्ध कीजिए कि
(ii)
Question:-03(a) Let the set
(i) prove that
(ii) find a basis and dimension of
Question:-03(b) द्विशः समाकलन का उपयोग करके, वृत्त
Question:-03(b)Use double integration to calculate the area common to the circle
Question:-03(c) लघुतम संभाव्य त्रिज्या के गोले का समीकरण ज्ञात कीजिए जो सरल रेखाओं :
Question:-03(c)Find the equation of the sphere of smallest possible radius which touches the straight lines :
Question:-04(a) एक रैखिक प्रतिचित्र
Question:-04(a) Find a linear map
Question:-04(b) वक्र
Question:-04(b) Trace the curve
Question:-04(c) यदि समतल
Question:-04(c) If the plane
खण्ड B
SECTION B
Question:-05(a) दर्शाइए कि अवकल समीकरण
के रूप में लिखा जा सकता है, जहाँ
Question:-05(a)Show that the general solution of the differential equation
Question:-05(b) दर्शाइए कि परवलयों के निकाय :
Question:-05(b) Show that the orthogonal trajectories of the system of parabolas :
Question:-05(c)
Question:-05(c)A body of weight
Question:-05(d) एक प्रक्षेप्य
Question:-05(d)A projectile is fired from a point
Question:-05(e) दर्शाइए कि
Question:-05(e)Show that
Question:-06(a)
Question:-06(a) A cable of weight w per unit length and length
Question:-06(b) प्राचल-विचरण विधि का उपयोग करके, निम्नलिखित अवकल समीकरण :
को हल कीजिए, जहाँ समानीत समीकरण का एक हल
Question:-06(b) Solve the following differential equation by using the method of variation of parameters :
Question:-06(c) समतल में ग्रीन के प्रमेय को
Question:-06(c)Verify Green’s theorem in the plane for
Question:-07(a) स्टोक्स प्रमेय को
Question:-07(a) Verify Stokes’ theorem for
Question:-07(b) लाप्लास रूपांतरण का उपयोग करके निम्नलिखित प्रारंभिक मान समस्या :
Question:-07(b) Solve the following initial value problem by using Laplace’s transformation
2, & 0<mathrm{t}<4, \
0, & mathrm{t}>4,
end{array} quad mathrm{y}(0)=0, quad mathrm{y}^{prime}(0)=0right.
Question:-07(c) माना किसी भी अनुप्रस्थ-काट का एक बेलन दूसरे स्थिर बेलन पर संतुलित है, जहाँ वक्रीय पृष्ठों का संस्पर्श रूक्ष है तथा उभयनिष्ठ स्पर्श-रेखा क्षैतिज है । माना दोनों बेलनों के स्पर्श बिन्दु पर उनकी वक्रता त्रिज्याएँ
Question:-07(c) Suppose a cylinder of any cross-section is balanced on another fixed cylinder, the contact of curved surfaces being rough and the common tangent line horizontal. Let
Question:-08(a) (i) अवकल समीकरण :
Question8(a) (i) Find the general and singular solutions of the differential equation:
Question:-08(a) (ii) निम्नलिखित अवकल समीकरण को हल कीजिए :
Question:-08(a) (ii) Solve the following differential equation :
Question:-08(b)
Question:-08(b) A chain of
Question:-08(c) गाउस के अपसरण प्रमेय का उपयोग करके
Question:-08(c) Using Gauss’ divergence theorem, evaluate
UPSC Maths Optional Paper – 01 2021
2.(a) दर्शाइए कि वे समतल, जो कि शंकु
Show that the planes, which cut the cone
2.(b) दिया गया है :
Given that
Hence show that
2.(c) दर्शाइए कि
Show that
3(a)(i) यदि
If
3.(a)(ii) यदि
If
3.(a)(iii)
Express
3.(b) अचर त्रिज्या
A sphere of constant radius
3.(c)(i) सिद्ध कीजिए कि एक वास्तविक सममित आव्यूह के दो भिन्न अभिलक्षणिक मानों के संगत अभिलक्षणिक सदिश, लांबिक हैं।
Prove that the eigen vectors, corresponding to two distinct eigen values of a real symmetric matrix, are orthogonal.
3.(c)(ii) दो वर्ग आव्यूह
For two square matrices
4.(a)(i) निम्नलिखित आव्यूह का पंक्ति-समानीत सोपानक रूप में समानयन कीजिए एवं अतैव इसकी कोटि भी ज्ञात कीजिए ।
1 & 3 & 2 & 4 & 1 \
0 & 0 & 2 & 2 & 0 \
2 & 6 & 2 & 6 & 2 \
3 & 9 & 1 & 10 & 6
end{array}right]
Reduce the following matrix to a row-reduced echelon form and hence also, find its rank:
1 & 3 & 2 & 4 & 1 \
0 & 0 & 2 & 2 & 0 \
2 & 6 & 2 & 6 & 2 \
3 & 9 & 1 & 10 & 6
end{array}right]
4.(a)(ii) सम्मिश्र संख्या क्षेत्र पर आव्यूह
Find the eigen values and the corresponding eigen vectors of the matrix
4.(b) दर्शाइए कि ऐस्ट्रॉइड :
Show that the entire area of the Astroid :
(c) रेखाओं
&frac{x+1}{3}=frac{y+3}{5}=frac{z+5}{7}, \
&frac{x-2}{1}=frac{y-4}{3}=frac{z-6}{5}
end{aligned}
को अंतर्विष्ट करने वाले समतल का समीकरण ज्ञात कीजिए । दी गई रेखाओं के प्रतिच्छेद बिंदु को भी ज्ञात कीजिए।
Find equation of the plane containing the lines
&frac{x+1}{3}=frac{y+3}{5}=frac{z+5}{7}, \
&frac{x-2}{1}=frac{y-4}{3}=frac{z-6}{5} .
end{aligned}
Also find the point of intersection of the given lines.
खण्ड ‘B’ SECTION ‘
5.(a) अवकल समीकरण :
को हल कीजिए ।
Solve the differential equation :
5.(b) लाप्लास रूपान्तर विधि का उपयोग करते हुए प्रारम्भिक मान समस्या :
को हल कीजिए ।
Solve the initial value problem :
using Laplace transform method.
5(c) दो छड़े
Two rods
5(d) यदि एक ग्रह, जो सूर्य के परितः वृत्तीय कक्षा में परिभ्रमण करता है, अचानक अपनी कक्षा में रोक दिया जाता है, तो वह समय, जिसमें वह सूर्य में गिर जाएगा, ज्ञात कीजिए। इसके गिरने के समय का ग्रह के परिभ्रमण आवर्तकाल से अनुपात भी ज्ञात कीजिए ।
If a planet, which revolves around the Sun in a circular orbit, is suddenly stopped in its orbit, then find the time in which it would fall into the Sun. Also, find the ratio of its falling time to the period of revolution of the planet.
5.(e) दर्शाइए कि
Show that
6(a) एक भारी डोरी, जिसका घनत्व एक समान नहीं है, दो बिन्दुओं से टँगी हुई है। माना कि
(i)
(ii)
A heavy string, which is not of uniform density, is hung up from two points. Let
(i) Harmonic mean of
(ii)
6.(b) सभी अन्तर्त्रस्त (शामिल) चरणों को दर्शति हुए समीकरण :
को पूर्ण रूप से हल कीजिए ।
Solve the equation:
completely by demonstrating all the steps involved.
6.(c)
जहाँ
Evaluate
7(a) प्रथम अष्टांशक में
Verify Gauss divergence theorem for
7.(b) अवकल समीकरण :
के सभी सम्भव हल ज्ञात कीजिए ।
Find all possible solutions of the differential equation :
7(c) एक भारी कण
A heavy particle hangs by an inextensible string of length
8(a)(i) संनाभि शांकव कुल
के लंबकोणीय संछेदी ज्ञात कीजिए । दर्शाइए कि दिया गया वक्र-कुल स्वलांबिक है।
Find the orthogonal trajectories of the family of confocal conics
8(a)(ii) अवकल समीकरण :
Find the general solution of the differential equation :
Hence, solve the differential equation:
8.(b) द्रव्यमान
Describe the motion and path of a particle of mass
8(c) स्टोक्स प्रमेय का उपयोग करते हुए
Using Stokes’ theorem, evaluate
UPSC Maths Optional Paper – 01 2020
2(a)
Evaluate
(b) एक
(i) परीक्षण कीजिए कि
(ii) परीक्षण कीजिए कि
(iii) दिखाइए कि आव्यूह
(iv) आव्यूह
Define an
(i) Examine if
(ii) Examine if
(iii) Show that trace
(iv) Find
(c) एक ऐसे बेलन का समीकरण निकालिए, जिसकी जनक-रेखाएँ, रेखा
Find the equation of the cylinder whose generators are parallel to the line
3(a) निम्न फलन पर विचार कीजिए :
(i) फलन
(ii) वे बिंदु निकालिए, जहाँ
(iii) वे बिंदु निकालिए, जहाँ
(iv) फलन
Consider the function
(i) Find the critical points of the function
(ii) Find the points at which local minimum occurs.
(iii) Find the points at which local maximum occurs.
(iv) Find the number of zeros of the function
(b) माना
Let
(c) यदि सरल रेखा
If the straight line
4(a) माना
1 & 0 & 2 \
2 & -1 & 3 \
4 & 1 & 8
end{array}right] text { और } B=left[begin{array}{rrr}
-11 & 2 & 2 \
-4 & 0 & 1 \
6 & -1 & -1
end{array}right]
(i)
(ii) सारणिक
(iii) निम्न रैखिक समीकरणों के निकाय का हल निकालिए :
Let
1 & 0 & 2 \
2 & -1 & 3 \
4 & 1 & 8
end{array}right] quad text { and } B=left[begin{array}{rrr}
-11 & 2 & 2 \
-4 & 0 & 1 \
6 & -1 & -1
end{array}right]
(i) Find
(ii) Find
(iii) Solve the following system of linear equations :
(b) अतिपरवलयिक परवलयज
Find the locus of the point of intersection of the perpendicular generators of the hyperbolic paraboloid
(c) लाग्रांज की अनिर्धारित गुणक विधि का प्रयोग करके फलन
Find an extreme value of the function
खण्ड-B / SECTION-B
5(a) निम्न अवकल समीकरण को हल कीजिए :
Solve the following differential equation :
(b) वृत्त-कुल, जो बिंदु
Find the orthogonal trajectories of the family of circles passing through the points
(c)
अघूर्णी है? तब
For what value of
irrotational? Hence, express
(d) एक एकसमान छड़, जो ऊर्ध्वर्धर दशा में है, अपने एक सिरे पर स्वतंत्र रूप से वर्तन कर सकती है तथा दूसरे सिरे पर लगाए गए एक क्षैतिज बल, जिसका मान छड़ के भार का आधा है, द्वारा ऊर्ध्वाधर से एक तरफ खींची जाती है। बताइए कि ऊर्ध्वाधर से किस कोण पर छड़ विश्राम करेगी।
A uniform rod, in vertical position, can turn freely about one of its ends and is pulled aside from the vertical by a horizontal force acting at the other end of the rod and equal to half its weight. At what inclination to the vertical will the rod rest?
(e) एक हल्की दृढ़ छड़
A light rigid rod
6(a) प्राचल विचरण विधि का प्रयोग करके, निम्न अवकल समीकरण का हल निकालिए, यदि
Using the method of variation of parameters, solve the differential equation
(b) दिए गए सदिश फलन
(i)
(ii) सरल रेखा
(iii) सरल रेखा
क्या सभी स्थितियों में परिणाम समान हैं? कारण की व्याख्या कीजिए।
For the vector function
(i)
(ii) Straight lines joining
(iii) Straight line joining
Is the result same in all the cases? Explain the reason.
(c) एक दंड
A beam
7(a) स्टोक्स प्रमेय को सत्यापित कीजिए, जबकि सदिश क्षेत्र
Verify the Stokes’ theorem for the vector field
(b) लाप्लास रूपांतरण का प्रयोग करके प्रारंभिक मान समस्या
Using Laplace transform, solve the initial value problem
(c) (i) चार एकसमान भारी छड़, जो समान भार
(ii) एक कण वेग
(i) A square framework formed of uniform heavy rods of equal weight
(ii) A particle starts at a great distance with velocity
8(a) (i) निम्न अवकल समीकरण हल कीजिए :
(ii) अवकल समीकरण
(i) Solve the following differential equation :
(ii) Find the general and singular solutions of the differential equation
(b) पृष्ठ समाकल
Evaluate the surface integral
(c) एक चार पहियों वाला रेलवे ट्रक, जिसका कुल द्रव्यमान
A four-wheeled railway truck has a total mass
UPSC Maths Optional Paper – 01 2019
1. (a) माना कि
Let
Find the value of
(b) माना कि
Let
(c) माना कि
Let
If
(d) अगर
1 & 2 & 1 \
1 & -4 & 1 \
3 & 0 & -3
end{array}right] text { और } B=left[begin{array}{rrr}
2 & 1 & 1 \
1 & -1 & 0 \
2 & 1 & -1
end{array}right]
है, तो दर्शाइए कि
2 x+y+z=5 \
x-y=0 \
2 x+y-z=1
end{array}
If
1 & 2 & 1 \
1 & -4 & 1 \
3 & 0 & -3
end{array}right] quad text { and } B=left[begin{array}{rrr}
2 & 1 & 1 \
1 & -1 & 0 \
2 & 1 & -1
end{array}right]
then show that
2 x+y+z=5 \
x-y=0 \
2 x+y-z=1
end{array}
(e) दर्शाइए कि
प्रतिच्छेदी रेखाएँ हैं। प्रतिच्छेद बिंदु के निर्देशांकों और उस समतल, जिसमें दोनों रेखाएँ हैं, का समीकरण ज्ञात कीजिए।
Show that the lines
intersect. Find the coordinates of the point of intersection and the equation of the plane containing them.
2(a) क्या
Is
(b) माना कि
Let
(c) (i) समतल
(ii) सिद्ध कीजिए कि समतल
(i) The plane
(ii) Prove that the plane
3(a) फलन
Find the maximum and the minimum value of the function
(b) सिद्ध कीजिए कि साधारणतः किसी एक बिंदु से परवलयज
Prove that, in general, three normals can be drawn from a given point to the paraboloid
then two of the three normals coincide.
(c) माना कि
5 & 7 & 2 & 1 \
1 & 1 & -8 & 1 \
2 & 3 & 5 & 0 \
3 & 4 & -3 & 1
end{array}right)
(i) आव्यूह
(ii) उपसमष्टि
x_1 \
x_2 \
x_3 \
x_4
end{array}right)=0right}
की विमा ज्ञात कीजिए।
Let
5 & 7 & 2 & 1 \
1 & 1 & -8 & 1 \
2 & 3 & 5 & 0 \
3 & 4 & -3 & 1
end{array}right)
(i) Find the rank of matrix
(ii) Find the dimension of the subspace
x_1 \
x_2 \
x_3 \
x_4
end{array}right)=0right}
4(a) कैले-हैमिल्टन प्रमेय का कथन लिखिए। इस प्रमेय का उपयोग करके
1 & 0 & 0 \
1 & 0 & 1 \
0 & 1 & 0
end{array}right]
State the Cayley-Hamilton theorem. Use this theorem to find
1 & 0 & 0 \
1 & 0 & 1 \
0 & 1 & 0
end{array}right]
(b) बिंदु
की अभिलंब जीवा की लंबाई ज्ञात कीजिए और सिद्ध कीजिए कि अगर यह
पर स्थित है।
Find the length of the normal chord through a point
and prove that if it is equal to
(c) (i) अगर
है, तो दर्शाइए कि
(ii) जैकोबियन विधि का व्यवहार करते हुए दर्शाइए कि अगर
(i) If
then show that
Hence show that
(ii) Using the Jacobian method, show that if
खण्ड-B / SECTION-B
5(a) अवकल समीकरण
को हल कीजिए।
Solve the differential equation
(b) अवकल समीकरण
का पूर्ण हल ज्ञात कीजिए।
Determine the complete solution of the differential equation
(c) एक भारी एकसमान छड़
One end of a heavy uniform rod
(d) एक कण का पृथ्वी द्वारा आकर्षण बल उस कण के पृथ्वी के केन्द्र से दूरी के वर्ग के व्युत्क्रमानुपाती है। एक कण, जिसका भार पृथ्वी की सतह पर
The force of attraction of a particle by the earth is inversely proportional to the square of its distance from the earth’s centre. A particle, whose weight on the surface of the earth is
(e) वक्र
Find the directional derivative of the function
6(a) एक पिण्ड एक शंकु और उसके नीचे अर्धगोले से बना है। शंकु के आधार तथा अर्धगोले के शिखर का अर्धव्यास
A body consists of a cone and underlying hemisphere. The base of the cone and the top of the hemisphere have same radius
(b) वक्र
Find the circulation of
(c) (i) अवकल समीकरण
को हल कीजिए।
(ii)
होता है, जहाँ
(i) Solve the differential equation
(ii) Find the Laplace transforms of
7(a) समीकरण
Find the linearly independent solutions of the corresponding homogeneous differential equation of the equation
(b) कुंडलिनी
Find the radius of curvature and radius of torsion of the helix
(c)
जहाँ
A particle moving along the
where
8(a) अवकल समीकरण
का विचित्र हल प्राप्त कीजिए। दिए हुए अवकल समीकरण का पूर्ण पूर्वग भी ज्ञात कीजिए। पूर्ण पूर्वग तथा विचित्र हल की ज्यामितीय व्याख्या कीजिए।
Obtain the singular solution of the differential equation
Also find the complete primitive of the given differential equation. Give the geometrical interpretations of the complete primitive and singular solution.
(b) एक गतिमान ग्रह का त्वरण
Prove that the path of a planet, which is moving so that its acceleration is always directed to a fixed point (star) and is equal to
(c) (i) गाउस के अपसरण प्रमेय का कथन लिखिए। इस प्रमेय को
(ii) स्टोक्स प्रमेय के द्वारा
(i) State Gauss divergence theorem. Verify this theorem for
(ii) Evaluate by Stokes’ theorem
UPSC Maths Optional Paper – 01 2018
1(a) मान लीजिये कि
Let
(b) आधार सदिशों
Express basis vectors
(c) निर्धारित कीजिये कि
Determine if
(d) सीमा
Find the limit
(e) सरल रेखा
Find the projection of the straight line
2(a) अगर
Show that if
(b) बिन्दु
Find the shortest distance from the point
(c) दीर्घवृत्त
The ellipse
(d) रेखाओं
a_1 x+b_1 y+c_1 z+d_1=0 \
a_2 x+b_2 y+c_2 z+d_2=0
end{array}
और
Find the shortest distance between the lines
a_1 x+b_1 y+c_1 z+d_1=0 \
a_2 x+b_2 y+c_2 z+d_2=0
end{array}
and the z-axis.
3(a) रेखिक समीकरण निकाय
x+3 y-2 z &=-1 \
5 y+3 z &=-8 \
x-2 y-5 z &=7
end{aligned}
के लिये निर्धारित कीजिये कि निम्नलिखित कथर्नों में से कौन-से सही हैं और कौन-से गलत :
(i) समीकरण निकाय का कोई भी हल नही है।
(ii) समीकरण निकाय का सिर्फ एक ही हल है।
(iii) समीकरण निकाय के असीम मात्रा में अनेक हल है।
For the system of linear equations
x+3 y-2 z &=-1 \
5 y+3 z &=-8 \
x-2 y-5 z &=7
end{aligned}
determine which of the following statements are true and which are false :
(i) The system has no solution.
(ii) The system has a unique solution.
(iii) The system has infinitely many solutions.
(b) मान लीजिये कि
f(x, y) &=x y^2, & text { यदि } y>0 \
&=-x y^2, & text { यदि } y leq 0
end{aligned}
निर्धारित कीजिये कि
Let
f(x, y) &=x y^2, & text { if } & y>0 \
&=-x y^2, & text { if } & y leq 0
end{aligned}
Determine which of
(c) परबलयज
Find the equations to the generating lines of the paraboloid
(d) xyz-समतल में स्थित, बिन्दुओं
Find the equation of the sphere in xyz-plane passing through the points
4.(a) अन्तराल
Find the maximum and the minimum values of
(b) समाकल
Evaluate the integral
(c) उस शंकु, जिसका शीर्ष
Find the equation of the cone with
(d)
Find the equation of the plane parallel to
खण्ड-B / SECTION-B
5. (a) हल कीजिये/Solve :
(b)
Find the angle between the tangent at a general point of the curve whose equations are
(c) हल कीजिये/Solve:
(d) (i)
(ii)
(e) एक कण को धरती के एक बिन्दु से प्रक्षेपित करने पर वह एक दीवार, जो प्रक्षेपण बिन्दु से
A particle projected from a given point on the ground just clears a wall of height
6(a) हल कीजिये /Solve :
(b) एक कण, जो एक सरल रेखा में सरल आवर्त गति से चल रहा है, के पथ के केन्द्र से
A particle moving with simple harmonic motion in a straight line has velocities
(c) हल कीजिये/Solve :
(d) अगर गोलक
का मान निकालिये।
If
using Gauss’ divergence theorem.
7. (a) हल कीजिये/Solve :
(b) बक्र
की वक्रता और विमोटन ज्ञात कीजिये।
Find the curvature and torsion of the curve
(c) प्रारंभिक मान समस्या
&y^{prime prime}-5 y^{prime}+4 y=e^{2 t} \
&y(0)=frac{19}{12}, y^{prime}(0)=frac{8}{3}
end{aligned}
को हल कीजिये।
Solve the initial value problem
&y^{prime prime}-5 y^{prime}+4 y=e^{2 t} \
&y(0)=frac{19}{12}, y^{prime}(0)=frac{8}{3}
end{aligned}
(d)
Find
8. (a) मान लीजिये कि
Let
(b) स्टोकस प्रमेय का इस्तेमाल करते हुये रेखा समाकल
Evaluate the line integral
(c) मान लीजिये कि
Let
(d)
Find
[stray-random categories=trigonometry]
UPSC Maths Optional Sample Solution 2022
We are given that
To show that
Let’s consider another basis
Now, each
Substituting this into the equation for
Simplifying, we find that
Since
Thus, we have proven that any set of
Question:-01 (b) माना
Question:-01(b) Let
Answer:
Introduction: In this problem, we are given a linear transformation
Assumptions: We assume that
Definition:
2 \
4
end{array}right)=aleft(begin{array}{l}
1 \
0
end{array}right)+bleft(begin{array}{l}
1 \
1
end{array}right)
& 2=a+b \
& 4=0+b
end{aligned}
2 \
4
end{array}right)=-2left(begin{array}{l}
1 \
0
end{array}right)+4left(begin{array}{l}
1 \
1
end{array}right)
2 \
4
end{array}right)=-2 mathrm{~T}left(begin{array}{l}
1 \
0
end{array}right)+4 mathrm{~T}left(begin{array}{l}
1 \
1
end{array}right)
& Tleft(begin{array}{l}
2 \
4
end{array}right)=left(begin{array}{l}
-2 \
-4 \
-6
end{array}right)+left(begin{array}{c}
-12 \
8 \
32
end{array}right)=left(begin{array}{c}
-14 \
4 \
26
end{array}right) \
& text { Thus, } mathrm{T}left(begin{array}{l}
2 \
4
end{array}right)=left(begin{array}{c}
-14 \
4 \
26
end{array}right) .
end{aligned}
Conclusion: In this problem, we found the image of the vector
The image of the given vector under the transformation
UPSC Maths Optional Sample Solution 2021
We are tasked with finding the matrix representation of the linear operator
To find the matrix representation of
Let’s apply
After calculating, we get the following transformed vectors:
We need to express each of these vectors as a linear combination of the basis vectors in
After calculating, we find the coefficients as follows:
Thus, the vectors
The matrix representation
0 & 1 & -1 \
2 & 1 & 1 \
-1 & 0 & 1
end{pmatrix}
The matrix representation of the linear operator
0 & 1 & -1 \
2 & 1 & 1 \
-1 & 0 & 1
end{pmatrix}
UPSC Maths Optional Sample Solution 2020
Consider the set
Answer:
The problem asks us to prove that the set
To make the proof more explicit, let’s assume
x_{11} & x_{12} & x_{13} & ldots & x_{1n} \
x_{21} & x_{22} & x_{23} & ldots & x_{2n} \
vdots & vdots & vdots & ddots & vdots \
x_{n1} & x_{n2} & x_{n3} & ldots & x_{nn}
end{array}right]
y_{11} & y_{12} & y_{13} & ldots & y_{1n} \
y_{21} & y_{22} & y_{23} & ldots & y_{2n} \
vdots & vdots & vdots & ddots & vdots \
y_{n1} & y_{n2} & y_{n3} & ldots & y_{nn}
end{array}right]
z_{11} & z_{12} & z_{13} & ldots & z_{1n} \
z_{21} & z_{22} & z_{23} & ldots & z_{2n} \
vdots & vdots & vdots & ddots & vdots \
z_{n1} & z_{n2} & z_{n3} & ldots & z_{nn}
end{array}right]
And let
After calculating, we find that both
This is straightforward because matrix addition is commutative.
Matrix addition is associative, so this property holds.
Let
Let
This is a property of matrices, so it holds.
This is also a property of matrices.
This is true for matrices.
This is true for any matrix
We have shown that the set
For a
a & b \
c & d
end{array}right]
For
Let’s choose
1 & 1 \
1 & 1
end{array}right]
Let’s choose
2 & 2 \
2 & 2
end{array}right]
Therefore, we conclude that the set
We are given a vector space
To find a matrix
Let
Then
For
Solving these equations, we find
Therefore, any matrix
The nullity of
Any matrix
We can express this as:
Thus, the null space is spanned by the matrices
By the rank-nullity theorem, we have:
So, the rank of
Any matrix
Lets take an example :
To find out if
Given
After calculating, we find that
UPSC Maths Optional Sample Solution 2019
Let
Find the value of
Answer:
The problem asks us to find the value of
The function
We need to find:
To find the limit, we can use L’Hôpital’s Rule, which states that if
provided the limits on the right-hand side exist.
First, let’s check if the function
Both the numerator and the denominator are zero, so we have an indeterminate form
Let’s differentiate the numerator and the denominator with respect to
Now, we can find the limit:
Let’s substitute the values into the formula and calculate the limit.
After substituting the values, we get:
After calculating, we get:
The value of
The problem asks us to prove that if a function
A function
We need to show that for every
To prove this, let’s consider
Now, consider
By the continuity of
Thus, we have shown that
Similarly, we need to show that for every
Again, consider
Now, consider
By the continuity of
Thus, we have shown that
We have successfully proven that if
UPSC Maths Optional Sample Solution 2018
Let
Answer:
The problem asks us to show that the product
First, let’s find the dimensions of the resulting matrix
The dimensions of
The rank of
Therefore, the rank of
For a
To confirm, the determinant of a singular matrix is zero:
We have shown that the matrix
The problem asks us to express the basis vectors
The equation for
Breaking it down into components, we get:
After Calculating, we get:
The equation for
Breaking it down into components, we get:
After Calculating, we get:
The basis vector
Similarly, the basis vector
Thus, both
[stray-random categories=trigonometry]
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[stray-random categories=trigonometry]
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This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
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Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
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Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
1 in stock

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
4 in stock

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Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
1 in stock

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
4 in stock

Solved Papers – Dec 2022 to Dec 2023 (Total 3 Papers)
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Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

Donec pede justo, fringilla vel, aliquet nec, vulputate eget, arcu. In enim justo, rhoncus ut, imperdiet a, venenatis vitae, justo.
There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomised words which don’t look even slightly.

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
1 in stock

This story, dazzling in its powerful simplicity and soul-stirring wisdom, is about an Andalusian shepherd boy named Santiago who travels from his homeland in Spain to the Egyptian desert in search of a treasure buried near the Pyramids. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt etc.
4 in stock