Generating Functions MCQ Quiz in తెలుగు - Objective Question with Answer for Generating Functions - ముఫ్త్ [PDF] డౌన్‌లోడ్ కరెన్

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Latest Generating Functions MCQ Objective Questions

Top Generating Functions MCQ Objective Questions

Generating Functions Question 1:

Which is the closed form of expression an = an-1 + 2n where a0 = 2 for all n = 0, 1, 2, 3, …?

  1. G(x)=21x+2x(1x)2
  2. G(x)=21x+2x(1x)3
  3. G(x)=21x+4x(1x)3
  4. G(x)=21x+x(1x)3

Answer (Detailed Solution Below)

Option 2 : G(x)=21x+2x(1x)3

Generating Functions Question 1 Detailed Solution

an = an-1 + 2n (given)

a0 = 2, a1 = 2 + 2(1) = 4

a2 = 4 + 4 = 8, a3 = 8 + 6 = 14

a4 = 14 + 8 = 22, a5 = 22 + 10 = 32

∴ sequence: 2, 4, 8, 14, 22, 32…

G(x) = 2 + 4x + 8x2 + 14x3 + 22x4 + 32x5

xG(x) = 2x + 4x2 + 8x3 + 14x4 + 22x5

G(x) – xG(x) = 2 + 2x + 4x2 + 6x3 + 8x4 + 10x5

G(x)(1 – x ) = 2 + 2x( 1 + 2x + 3x2 + 4x3 …)

G(x)(1x)=2+2x×1(1x)2

G(x)=21x+2x(1x)3

Generating Functions Question 2:

In how many ways 7 books can be distributed to 4 children?

Answer (Detailed Solution Below) 120

Generating Functions Question 2 Detailed Solution

x1 + x2 + x3 + x4 = 7

∴ n = 4 and r = 7

(n+r1)Cr

(4+71)C7=120

Generating Functions Question 3:

Which one of the following is a closed form expression for the generating function of the sequence {an}, where an = 3n + 5 for all n = 0,1, 2, 3…?

  1. 53x(1x)3
  2. 53x(1x)2
  3. 52x(1x)2
  4. 52x(1x)3

Answer (Detailed Solution Below)

Option 3 : 52x(1x)2

Generating Functions Question 3 Detailed Solution

an = 3n + 5 (given)

a0 = 3(0) + 5 = 5, a1 = 3(1) + 5 = 8

a2 = 3(2) + 5 = 11, a3 = 3(3) + 5 = 14

a4 = 3(4) + 5 = 17, a5 = 3(5) + 5 = 20

∴ sequence: 5, 8, 11, 14, 17, 20…

G(x) = 5 + 8x + 11x2 + 14x3 + 17x4 + 20x5

xG(x) = 5x + 8x2 + 11x3 + 14x4 + 17x5

G(x) – xG(x) = 5 + 3x + 3x2 + 3x3

G(x)(1 – x ) = 5 + 3x( 1 + x + x2 + x3 …)

G(x)(1x)=5+3x×(11x)

G(x)=51x+3x×1(1x)2

G(x)=55x+3x(1x)2

G(x)=52x(1x)2

Generating Functions Question 4:

Find the recurrence relation if the solution of the recurrence relation is

an = (c1 + c2n + c3n2) (-2)n where c1, c2, and c3 are constant?

  1. an = -3(3an-1 + 6an-2 + 4n-3)
  2. an = 2(3an-1 + 6an-2 - 4n-3)
  3. an = -2(3an-1 + 6an-2 + 4n-3)
  4. an = 2(3an-1 + 6an-2 + 4n-3)

Answer (Detailed Solution Below)

Option 3 : an = -2(3an-1 + 6an-2 + 4n-3)

Generating Functions Question 4 Detailed Solution

Solution of recurrence relation: an = (c1 + c2n + c3n2) (-2)n

∴ characteristic equation of recurrence relation: (r + 2)3 = 0

By solving the characteristic equation of recurrence relation

(r + 2)3 = 0

∴ r3 + 6r2 + 12r + 8 = 0                      

r3 = -(6r2 + 12r + 8)

an = -2(3an-1 + 6an-2 + 4n-3)

Required recurrence relation is an = -2(3an-1 + 6an-2 + 4n-3)

Generating Functions Question 5:

How many bit strings of length eight either start with a 1 bit or end with the two bits 00?

Answer (Detailed Solution Below) 160

Generating Functions Question 5 Detailed Solution

We can construct a bit string of length eight that begins with a 1 in 27 =128 ways.

Similarly, we can construct a bit string of length eight ending with the two bits 00, in 26 =64 ways. 

Some of the ways to construct a bit string of length eight starting with a 1 are the same as the ways to construct a bit string of length eight that ends with the two bits 00. There are 25 =32 ways to construct such a string.

The number of ways to construct a bit string of length eight that begins with a 1 ort hat ends with 00 = 128+64−32=160. 

Generating Functions Question 6:

Consider the recurrence relation a1 = 8, an = 6n2 + 2n + an-1. Let a99 = K × 104. The value of K is.

Answer (Detailed Solution Below) 197.9 - 198.1

Generating Functions Question 6 Detailed Solution

an = an – 1 + 6n2 + 2n

= an-2 + 6(n-1)2 + 2(n-1) + 6n2 + 2n

a1+6i=2ni2+2i=2ni8+6[n(n+1)(2n+1)61]+2[n(n+1)21]8+6[n(n+1)(2n+1)66]+2[n(n+1)22]

≡ 8 + n (n+1) (2n+1) – 6 + n(n+1) – 2

an = n(n + 1) (2n + 2)

aaa = k × 104

Also,

aaa = 99 (99 + 1) (198 + 2)

= 99 × 102 × 2 × 102

= 198 × 104

∴ k = 198

Generating Functions Question 7:

The number of divisors of 2100 is _____ .

Answer (Detailed Solution Below) 36

Generating Functions Question 7 Detailed Solution

Prime factorization of 2100 is: 22. 31. 52. 71

∴ # divisors = (2 + 1) (1 + 1) (2 + 1) (1 + 1)

 = 3 × 2 × 3 × 2

 = 36

Minimum divisor is 1 and Maximum divisor is 2100.

Generating Functions Question 8:

Every bounded sequence has a cluster point; then this theorem is known as:

  1. Cauchy's theorem
  2. Weierstrass theorem
  3. Bolzano-weierstrass theorem
  4. None of these

Answer (Detailed Solution Below)

Option 3 : Bolzano-weierstrass theorem

Generating Functions Question 8 Detailed Solution

Concept:

Every bounded infinite set of real numbers has at least one limit point or cluster point. The theorem is known as Bolzano-Weierstrass Theorem

Some other important theorems by Bolzano-Weierstrass are:

1. Every bounded sequence has a convergent subsequence.

2. A sequence {an} converges if and only if it is unbounded and has exactly one subsequential limit

Additional Information

Cauchy's theorem

If f(z) is analytic everywhere within a simply-connected region then:

cf(z) dz=0

for every simple closed path C lying in the region

Generating Functions Question 9:

If the recurrence relation capturing the optimal execution time of the towers of Hanoi problem with n discs is T(n) = 2T(n - 1) + 1 then what is the value of T(7)?

Answer (Detailed Solution Below) 127

Generating Functions Question 9 Detailed Solution

Although base condition is not mentioned for tower of Hanoi when number disc is 0, that is, n = 0

number of moves needed is 0.

T(0) = 0 (base condition for Tower of Hanoi)

T(1) = 2 × T(0) + 1 = 0 + 1 = 1

T(2) = 2 × T(1) + 1 = 2 + 1 = 3

T(3) = 2 × T(2) + 1 = 6 + 1 = 7

T(4) = 2 × T(3) + 1 = 14 + 1 = 15

T(5) = 2 × T(4) + 1 = 30 + 1 = 31

T(6) = 2 × T(5) + 1 = 62 + 1 = 63

T(7) = 2 × T(6) + 1 = 126 + 1 = 127

Tips and Tricks:

Number of moves required for n disc in a Tower of Hanoi is 2n – 1 = 27 – 1 = 127.

Generating Functions Question 10:

What is the solution of the recurrence relation?

an=8an116an2 ? 

  1. an=α1(4)n+α2n(4)n
  2. an=α1(4)n+α2(4)n
  3. an=α1(4)n+α2(n)2(4)n
  4. an=α1(8)n+α2(16)n

Answer (Detailed Solution Below)

Option 1 : an=α1(4)n+α2n(4)n

Generating Functions Question 10 Detailed Solution

The characteristic equation of  an=8an116an2 is

r28r+16=0

(r4)(r4)=0

an=α1(r1)n+α2n(r1)n

an=α1(4)n+α2n(4)n

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