Lesson Twisted probability problems

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Twisted probability problems


Problem 1

In my closet,  I have only hats that are green and hats that are blue. If I were to randomly choose two hats from the closet,
it is equally probable that they would be the same color as it is that they would be different colors.
A friend asks me  “What is the probability that if you were to randomly choose two hats from your closet that both hats would be green?”
My response is,  “It is equal to the probability that if I instead randomly choose one hat from the closet,  that hat will be blue.”
How many blue hats do I have?

Solution

Let G be the number of green hats and B be the number of blue hat.


The probability that two randomly chosen hats are both green is  P(GG) = %28G%2F%28G%2BB%29%29%2A%28%28G-1%29%2F%28G%2BB-1%29%29.

The probability that two randomly chosen hats are both blue  is  P(BB) = %28B%2F%28G%2BB%29%29%2A%28%28B-1%29%2F%28G%2BB-1%29%29.


The probability that two randomly chosen hats are the same color is  

    P(GG) + P(BB) = %28G%2F%28G%2BB%29%29%2A%28%28G-1%29%2F%28G%2BB-1%29%29 + %28B%2F%28G%2BB%29%29%2A%28%28B-1%29%2F%28G%2BB-1%29%29.



The probability that two randomly chosen hats are of different color is  

    P(GB) + P(BG) = %28G%2F%28G%2BB%29%29%2A%28B%2F%28G%2BB-1%29%29 + %28B%2F%28G%2BB%29%29%2A%28G%2F%28G%2BB-1%29%29 = %282GB%29%2F%28%28G%2BB%29%2A%28G%2BB-1%29%29.


So, your first equation, from the condition, is

    P(GG) + P(BB) = P(GB) + P(BG),  or  %28G%2F%28G%2BB%29%29%2A%28%28G-1%29%2F%28G%2BB-1%29%29 + %28B%2F%28G%2BB%29%29%2A%28%28B-1%29%2F%28G%2BB-1%29%29 = %282GB%29%2F%28%28G%2BB%29%2A%28G%2BB-1%29%29.


Canceling common denominators, you get this equation in equivalent form

    G*(G-1) + B*(B-1) = 2GB.       (1)


We completed with the first part of the condition, and now start working with the second part.


From the second part, you have this equation

    P(GG) = P(B),  or  %28G%2F%28G%2BB%29%29%2A%28%28G-1%29%2F%28G%2BB-1%29%29 = B%2F%28G%2BB%29.


After canceling common factors in the denominators, it takes the form

    G%2A%28%28G-1%29%2F%28G%2BB-1%29%29 = B, or, equivalently,  

    G*(G-1) = B*(G + B - 1)      (2)


So, now our task is to solve the system of equations (1) and (2).

For it, replace  G*(G-1) in the left side of (1) by  B*(G+B-1),  based on (2).  You will get then

    B*(G + B - 1) + B*(B-1) = 2GB.


Cancel B in both side

    G + B - 1 + B - 1 = 2G,  or

    2B - 2 = G.                  (3)


Based on (3), replace G in (2) by 2B-2.  You will get

    (2B-2)*(2B - 2 -1) = B*((2B-2) + B -1).


Simplify it step by step

    (2B-2)*(2B-3) = B*(3B-3)

    4B^2 - 4B - 6B + 6 = 3B^2 - 3B

    B^2 - 7B + 6 = 0

    (B-6)*(B+1) = 0


Only positive root  B = 6  makes sense.


ANSWER.  6 blue hats and  2B-2 = 2*6-2 = 10 green hats.  

Problem 2

Two marksmen shoot at a target simultaneously.  Shooter  A  is known to have a  70%  chance
of hitting the target on any attempt.  Person  B  has  40%  accuracy.  After the target is hit for the first time,
it is revealed that  A  shot  5  shots while  B  shot  12.  What is the probability that it was A who hit the target?
What is the probability that person B hit the target?

Solution

We are given that EITHER A hits the target first time  at his 5-th shot,

                  OR     B hits the target first time at his 12-th shot,


but we do not know exactly who did it first, A or B.



        Also notice that this "OR" is EXCLUSIVE: either A or B, but not both.



The probability that A hits the target first time with his 5-th shoot  AND  B do not hit target with his 12 shoots is  


    P(A, 5+;  B, 12-) = 0.7*(1-0.7)^4 * (1-0.4)^12 = 0.7*0.3^4 * 0.6^12 = 0.00001234.



The probability that B hits the target first time with his  12-th shoot AND  A do not hit target with his 5 shoots  is


    P(B, 12+;  A, 5-) = 0.4*(1-0.4)^11 * (1-0.7)^5 = 0.4*0.6^11 * 0.3^5 = 0.00000353.

 


The probability that it is A who hits the target first is  


    P(A, 5+;  B, 12-) / ( P(A, 5+;  B, 12-) + P(B, 12+;  A,5-) ) = 0.00001234%2F%280.00001234+%2B+0.00000353%29 = 0.7778.



The probability that it is B who hits the target first is  


    P(B, 12+;  A, 5-) / ( P(A, 5+;  B, 12-) + P(B, 12+;  A,5-) ) = 0.00001234%2F%280.00001234+%2B+0.00000353%29 = 0.2222.



ANSWER.  The probability that A hits the target first is  0.7778.

         The probability that B hits the target first is  0.2222,


My other Additional lessons on Probability in this site are
    - Sample space conception problems REVISITED
    - Solving probability problems using complementary probability REVISITED
    - Elementary Probability problems related to combinations REVISITED
    - Conditional probability problems REVISITED
    - More problems on Conditional probability
    - Dependent and independent events REVISITED
    - Elementary operations on sets help solving Probability problems - REVISITED

    - Simple and simplest probability problems on Binomial distribution
    - Typical binomial distribution probability problems
    - How to calculate Binomial probabilities with Technology (using MS Excel)
    - Solving problems on Binomial distribution with Technology (using MS Excel)
    - Solving problems on Binomial distribution with Technology (using online solver)
    - Challenging problems on Binomial distribution probability

    - Using general probability formulas for a union or intersection of events
    - Twisted probability problems on intersections and unions of sets of events
    - Miscellaneous problems on Probability
    - The chances to be rescued from an inhabitant island
    - Analyzing chains of random events

    - Math expectation of winning in games problems
    - Math expectation of winning in lottery problems
    - Math expectation of winning in games with rolling pair of dice

    - Problems on uniformly distributed random variables
    - Classic problems of Elementary Geometric Probability theory
    - Entertainment probability problems
    - OVERVIEW of my additional lessons on Probability

Use this file/link  ALGEBRA-II - YOUR ONLINE TEXTBOOK  to navigate over all topics and lessons of the online textbook  ALGEBRA-II.


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