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Suppose that nindependent trials are performed, with trial ibeing a success with probability 1/(2i+1). Let Pndenote the probability that the total number of successes that result is an odd number.

(a) Find Pnfor n=1,2,3,4,5.

(b) Conjecture a general formula for Pn.

(c) Derive a formula for Pnin terms of Pn-1.

(d) Verify that your conjecture in part (b) satisfies the recursive formula in part (c). Because the recursive formula has a unique solution, this then proves that your conjecture is correct.

Short Answer

Expert verified

(a) The value of n=1is P1=13, n=2is P2=25, n=3is P3=37, n=4is P4=49and n=5is P5=511

(b) A general formula for Pnis equal to Pn=n2n+1

(c) A formula for Pnin terms of Pn+1is Pn+1=Pn1-PSn+1+1-PnPSn+1

(d) Pn+1satisfy the formula. Therefore, this explicit formula is a solution of recursion

Step by step solution

01

Derive the values of P1  ,P2 , P3(part a)

Given:

Bernoulli trials are done in a specific order.

Sn-event that the n-th experiment is successful

Pnis the probability of achieving an odd number of successes in n trials.

The sum of probability of mutually exclusive occurrences described by S1,S1c,S2,S2c,S3,…is pi, i=1,2,3,4,5,...

P1=PS1=12×1+1

In the second equality, use independence.

P2=PS1S2c+PS1cS2

=PS1PS2c+PS1cPS2

=13×1-12×2+1+1-13×12×2+1

=13×45+23×15

=25

If we separate this event based on whether or not S3occurred, S3→is an odd number of successes in the first two experiments, whereas S3c→is an even number of successes in the first two experiments.

P3=PS1S2cS3c+PS1cS2S3c+PS1S2S3+PS1cS2cS3

=PS1PS2cPS3c+PS1cPS2PS3c+PS1PS2PS3+PS1cPS2cPS3

=PS1PS2c+PS1cPS2PS3c+PS1PS2+PS1cPS2cPS3

=25×1-12×3+1+1-25×12×3+1

=25×67+35×17

=37

02

Derive the values of P4, P5(part a)

P4and P5in a smaller package

P4=P( odd number of successes in the first 3experiments ∩S4c) +P(odd number of successes in the first 3experiments ∩S4)

=37×1-12×4+1+1-37×12×4+1

=37×89+47×19

=49

P5=P(odd number of successes in the first 4 experiments ∩S5c) +P(odd number of successes in the first 4experiments ∩S5)

=49×1-12×5+1+1-49×12×5+1

=49×1011+59×111

=511

03

Find the formula for Pn and Pn+1 (part b and part c)

a formula is true for the above probability is

Pn=n2n+1

Pn+1=Pn1-PSn+1+1-PnPSn+1

This is demonstrated by separating the event of an odd number of successes from the event Sn+1.

The first n attempts in an odd number of successes (Pn) are called Sn+1.

Sn+1cin the first nattempts with an even number of successes 1-Pn.

04

Verify conjecture in part (b) satisfies the recursive formula in part (c) (part d)

Substitute Pn+1=n2n+1into recursion

Pn+1=n2n+1×1-12(n+1)+1+1-n2n+1×12(n+1)+1

=n2n+1×2(n+1)2(n+1)+1+n+12n+1×12(n+1)+1

=n×2(n+1)+(n+1)(2n+1)[2(n+1)+1]

=n+12(n+1)+1

Because Pn+1meet the formula, this explicit formula is a recursive formula solution.

This is the only recursive formula solution.

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