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Warm up How many ways can 8 children be placed on a 8- horse Merry-Go-Round? 7! = 5 040 What if Simone insisted on riding the red horse? Here we are only arranging 7 children on 7 horses, so 6! = 720
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Counting Techniques and Probability Strategies - Combinations Chapter 4.7 – Introduction to Probability Mathematics of Data Management (Nelson) MDM 4U
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When Order is Not Important A combination is an unordered selection of elements from a set There are many times when order is not important Suppose Mr. Russell has 10 basketball players and must choose a starting lineup of 5 players (without specifying positions) Order of players is not important We use the notation C(n,r) or n C r where n is the number of elements in the set and r is the number we are choosing
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Combinations A combination of 5 players from 10 is calculated the following way, giving 252 ways for Mr. Russell to choose his starting lineup
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An Example of a Restriction on a Combination Suppose that one of Mr. Russell’s players is the superintendent’s daughter, and so must be one of the 5 starting players Here there are really only 4 choices from 9 players So the calculation is C(9,4) = 126 Now there are 126 possible combinations for the starting lineup
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Combinations from Complex Sets If you can choose of 1 of 3 entrees, 3 of 6 vegetables and 2 of 4 desserts for a meal, how many possible combinations are there? Combinations of entrees = C(3,1) = 3 Combinations of vegetables = C(6,3) = 20 Combinations of desserts = C(4,2) = 6 Possible combinations = C(3,1) x C(6,3) x C(4,2) = 3 x 20 x 6 = 360 You have 360 possible dinner combinations, so you had better get eating!
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Calculating the Number of Combinations Suppose you are playing coed volleyball, with a team of 4 men and 5 women The rules state that you must have at least 3 women on the floor at all times (6 players) How many combinations of team lineups are there? You need to take into account team combinations with 3, 4, or 5 women
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Solution 1: Direct Reasoning In direct reasoning, you determine the number of possible combinations of suitable outcomes and add them Find the combinations that have 3, 4 and 5 women and add them
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Solution 2: Indirect Reasoning In indirect reasoning, you determine the total possible combinations of outcomes and subtract unsuitable combinations Find the total combinations and subtract those with 2 women
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Finding Probabilities Using Combinations What is the probability of drawing a Royal Flush (10-J-Q-K-A from the same suit) from a deck of cards? There are C(52,5) ways to draw 5 cards There are 4 ways to draw a royal flush P(Royal Flush) = 4 / C(52,5) = 1 / 649 740 You will likely need to play a lot of poker to get one of these hands!
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Finding Probability Using Combinations What is the probability of drawing 4 of a kind? There are 13 different cards that can be used to make up the 4 of a kind, and the last card can be any other card remaining
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Probability and Odds These two terms have different uses in math Probability involves comparing the number of favorable outcomes with the total number of possible outcomes If you have 5 green socks and 8 blue socks in a drawer the probability of drawing a green sock is 5/13 Odds compare the number of favorable outcomes with the number of unfavorable With 5 green and 8 blue socks, the odds of drawing a green sock is 5 to 8 (or 5:8)
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Combinatorics Summary In Permutations, order matters e.g., President In Combinations, order doesn’t matter e.g., Committee
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4 3 2 1 12345 How many routes are there to the top right-hand corner?
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Permutation AND Combination?? As a permutation: There are 9 moves 9! However, 4 are identical Up moves and 5 are identical Across moves Divide by 4! due to identical arrangements of Up Divide by 5! due to identical arrangements of Across 9! ÷ 4!5! = 126 As a combination: There are 9 moves required _ _ _ _ _ _ _ _ _ Choose 4 to be Up, the rest are Across C(9, 4) = 126 Choose 5 to be Across, the rest are Up C(9, 5) = 126
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Therefore you can use a permutations and or combinations to solve counting problems.
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Homework p. 262 – 265 # 1, 2, 3, 5, 7, 9, 18, 23 1 abc, 3, 4, 6a,8
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References –The Birthday Paradox Wikipedia (2004). Online Encyclopedia. Retrieved September 1, 2004 from http://en.wikipedia.org/wiki/Main_Page
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The Birthday Paradox I will bet any takers $1 that two people in the room have the same birthday (I didn’t check beforehand). In the long run, will I win money? lose money? break even?
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The Birthday Paradox Assume all birthdays are equally likely Find the probability that no two birthdays are the same: because the second person cannot have the same birthday as the first (364/365), the third cannot have the same birthday as the first two (363/365), etc.
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The Birthday Paradox The event of at least two of the n persons having the same birthday is complementary to all n birthdays being different. Therefore, its probability p(n) is The approximate probability that no two people share a birthday in a group of n people. This probability surpasses 1/2 for n = 23 (with value about 50.7%).
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The Birthday Paradox np(n) 1011.7% 2041.1% 2350.7% 5070.6% 5397.0% 5799.0% 10099.99997% 366100%
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