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2. Puzzles related to probability Understanding probability theory is necessary
for evaluating the behaviour of an algorithm in average (i.e., in
finding the expected time of an algorithm for given probability distribution of
inputs). Probability is tricky and often
teases our “naïve” common sense, as you might experience yourselves.
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2.1 Throwing Darts You throw two darts at a dart board, aiming for the center. The
second lands farther from the center than the first. You then throw another
dart at the board, aiming for the center. Assume your skill level is
consistent. What are the chances that this third dart also lands farther from
the center than the first?
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2.2 Ten Letters A secretary typed 10 letters and addressed
10 corresponding envelopes. Her 3 year old daughter put these letters in the
envelopes at random, one letter per envelope. What is the probability that
exactly 9 letters will be placed in the correct envelopes?
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2.3
“Truel” On an early morning, three rivals
get together on an open spot in a dark wood to compose a quarrel by means of
guns. A kind of duel, but with three persons: A, B and C. The rules of the game
are:
The Question: Who has the largest
chance of surviving the ``truel’’, and how big is this chance?
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2.4 Three Cards There are 3 cards: one is all red, one is
all blue, and the third is blue on one side and red on the other. The cards are
shuffled. You pick one at random and it is blue on the side facing you. What
are the odds that it is also blue on the other side?
VARIANT: A bag contains a single
bean, known to be either white or black, with equal probability. A new white
bean is added to the bag, and it is shaken. A bean is taken back out, and it is
white. What are the chances the remaining bean is also white?
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2.5 Money in Boxes Someone shows you two boxes and he
tells you that one of these boxes contains two times as much as the other one,
but he does not tell you which one this is. He lets you choose one of
these boxes, and opens it. It turns out to have $10. Now he gives you the
opportunity to choose the other box instead of the current one (and skip the
$10 of the first box), because the second box could contain twice as much (i.e.
$20).
You reason as follows:
The
second box contains either half of the money of the first box or twice as much
as the first box. Thus, it either contains $20 with chance one half, or it
contains only $5 with chance also one half. Thus the expected value is 1/2 *
$20 + 1/2 * $5 = $12.5. Consequently, since the expected value is larger than
the value of the first box, I should switch.
Question:
Is your reasoning correct??
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2.6 Quiz You are a participant in a quiz.
The quizmaster shows you three closed doors. He tells you that behind one of
these doors there is a prize, and behind the other two doors there's nothing.
You select one of the doors, but before you open it the quizmaster deliberately
picks out a remaining empty door and shows that there is nothing behind it. The
quizmaster offers you a chance to switch doors with the remaining closed door.
The Question: Should you stick to your
choice?
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2.7 Unfair Coin Generate even odds from an
unfair coin. For example, if you thought a coin was biased toward heads, how
could you get the equivalent of a fair coin with several tosses of the unfair
coin?
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2.8 Buss Stop On a bus stop two busses
arrive, A and B, going towards my home. Each of them arrives in exact 15 minute
intervals. I travel every day, and pick the FIRST bus to come after I arrive at
the bus stop. I come to the bus stop at random times. After one year, it
turned out that, even though the bus schedule did not change, I took bus A four times more often than bus B. How is this
possible?
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2.9 Hats Three people are given hats. Each
hat is either red or blue, chosen at random. Each person can see the other 2
hats, but not their own. They each must simultaneously either guess their own
hat's color, or pass. No communication is allowed, although they can agree on a
strategy ahead of time. What strategy will give them the best chances of at
least one person guessing right, and nobody guessing wrong?