CHAPTER 10: Mathematics of Population Growth
CHAPTER 15: CHANCES, PROBABILITIES, and ODDS
*** NO BIT STRINGS IN SPRING 2013***
Essential Questions:
Section 15.1:
What is the sample space?
Section 15.2:
How can we find the sample space?
What do the use of Sum and Multiplication Rule differ?
Section 15.3:
When is it appropriate to use a Combination or a Permutation?
WORD WALL:
COMBINATIONS
MULTIPLICATION RULE
PERMUTATIONS
RANDOM EXPERIMENT
SAMPLE SPACE
SUM RULE
SECTION 15.1 Random Experiments and Sample Space
RANDOM EXPERIMENT:
Any activity whose outcome ____________________ be predicted ahead of time.
Examples:
o
SAMPLE SPACE: set of __________________ outcomes of a random experiment
▪ Notation:
o S = sample space
o
o N = size of sample space
Example #1: Toss a coin once and observe whether it lands heads or tails.
▪ Sample Space:
▪
▪ Sample Space Size:
Example #2: Toss a coin twice and observe whether it lands heads or tails for each toss.
▪ Sample Space:
▪
▪ Sample Space Size:
Example #3: A couple plans to have 3 children and are considering when they may have boys or girls.
▪ Sample Space:
▪ Sample Space Size:
Example #4: Rolling a pair of dice simultaneously and consider the TOTAL of the two dice
▪ Sample Space:
▪
▪ Sample Space Size:
Example #5: Sara, Krista, and Arlyn are running for Class President and Vice President.
▪ Sample Space:
▪ Sample Space Size:
TERMINOLOGY for STANDARD DECK of CARDS:
• 2 Colors = Red or Black
• 4 Suits = Hearts, Diamonds, Spades, Clubs
• 13 Values = A, 2, 3, 4, 5, 6, 7, 8, 9, 10, J, Q, K
• 3 Face Cards = J, Q, K
Example #6: Pulling a Red Face Card from a standard deck on a single draw.
▪ Sample Space:
▪ Sample Space Size
Example #7: Multiple Choice Test: Consider a multiple choice test with answer options (A, B, C, and D). Consider the possible answer keys that could be made for a 3 question test.
▪ Sample Space:
▪
▪ Sample Space Size:
Example #8: Ranking Candidates: Five candidates (A, B, C, D, and E) are running in an election. The top 3 finishers are chosen as President, VP, and Secretary.
▪ Sample Space:
▪
▪ Sample Space Size:
Examples #7 and #8 raise the more important question of Counting Theory:
15.1 HOMEWORK: p. 531 # 1 - 4
SECTION 15.2 Counting Sample Spaces- Multiplication Rule – Part 1
COUNTING PROBLEMS: Find the # of ways…
(1) something can happen
(2) to perform an operation
(3) an event can occur
▪ Examples Questions:
▪ How many ways can you shuffle a deck of cards?
▪ How many bridge hands are possible? (set of 13 cards)
▪ How many NC license plates are there? (3 letters and 4 numbers)
▪ How many phone numbers are in an area code?
MULTIPLICATION RULE: When something is done in operations (stages or steps), the total number of ways it can be done is found by MULTIPLYING the number of ways/options each operation has.
The total number of ways of performing OP.1, then OP.2, then OP.3, then …, OP.k is
N1 * N2 * N3 * … * Nk (ORDER MATTERS)
▪ Operations are being put altogether to create a larger whole “object”
15.2 MULTIPLICATION RULE EXAMPLES
#1: Roger has packed 4 pairs of shoes, 6 pants, 7 shirts, and 3 jackets for a week’s vacation to the mountains. How many different outfits could Roger wear if he plans to wear shoes, pants, a shirt, and a jacket?
| | | | | |
| | | | | |
Example #2: A local diner offers a 4 course meal of an appetizer, soup, entrée, and dessert in addition to a drink choice. The menu lists 5 appetizers, 3 soups, 9 entrees, 6 desserts, and 11 drinks. How many different 4-course meals could be made from this menu?
| | | | | | |
| | | | | | |
Example #3a: How many NC license plates are there? (3 letters and 4 numbers)
|1st letter |2nd letter |3rd letter |1st digit |2nd digit |3rd digit |4th digit |
| | | | | | | |
Example #3b: How many NC license plates have only odd numbers and vowels?
|1st letter |2nd letter |3rd letter |1st digit |2nd digit |3rd digit |4th digit |
| | | | | | | |
#4: How many ways can you shuffle a deck of cards?
#5a: How many phone numbers are in an area code? ( number cannot begin with zero)
#5b: How many numbers in an area code start with a 6?
#5c: How many numbers in an area code start with an even and end with an odd digit?
#6: Five candidates (A, B, C, D, and E) are running in an election. The top 3 finishers are chosen as President, VP, and Secretary.
#7a: How many non-negative integers less than 10,000?
|1000’s Digit |100’s Digit |10’s Digit |1’s digit |
|(0 – 9) |(0 – 9) |(0 – 9) |(0 – 9) |
| | | | |
#7b: How many non-negative integers less than 10,000 contain only even digits?
7c: How many non-negative integers less than 10,000 start with 2 prime digits?
#8a: Number of different outcomes to flipping a coin 4 times?
#8b: How many true or false answer keys are possible for a 4 question test?
#8c: A pizza place offers a special on Saturday nights. Starting from a cheese pizza, customers can choose from 4 different toppings (pepperoni, mushroom, sausage, and olives) to make a pizza. How many different pizzas could be made?
KEY IDEAS about the MULTIPLICATION RULE:
#1: The concept of ORDER to our operations, stages, or steps is required.
#2: Phrase: “AND THEN” = references order
#3: Be careful if repetitions are allowed or not
CLASS WORK PROBLEMS:
#1: A library has 5000 books and the librarians want to encode each using a code word consisting of 3 letters followed by 3 numbers. Are there enough code words to encode all 5000 books with a unique codeword?
#2: How many different m by n matrices have entries is 0 or 1 in their cells?
#3: A musical band has to have at least one member. It can contain at most one drummer, one pianist, one bassist, one lead singer, and at most 2 background singer. How many total bands are there if we consider any two bands the same if they have the same number of members of each category?
#4: How many numbers less than 1 million contain the digit 2?
15.2 HOMEWORK: pp. 531-532 #9, 10- 18 (even)
SECTION 15.2 Counting Sample Spaces – Sum Rule - Part 2
Warm Up:
1) A password is 4 characters long. The first character must be a letter and the last number must be a number. How many passwords are possible?
a) Password IS NOT case sensitive.
b) Password IS case sensitive.
2) Using Opposites (Conditionals) to find what you want:
How many non-negative numbers less than 1,000,000 contain 3 or 5?
SUM RULE: If one operation can occur in N1 ways and a second operation can occur in N2 (different) ways, then there are exactly N1 + N2 ways in which either the first operation or the second operation can occur (but not both).
▪ KEY TERM: “OR”
▪ GENERAL SUM RULE: For K operations(steps, stages) and Ni = different ways/ options for the ith operation, then
Total Number of Ways for Exactly One Outcome
= N1 + N2 + N3 + … + Nk
▪ WATCH OVERLAP BETWEEN OPERATIONS TO AVOID OVERCOUNTING
EXP #1: Congress consists of 100 senators and 435 representatives.
a. How many different ways can a delegation be picked if it consists of one senator AND one representative?
b. How many different ways can a delegation be picked if it consists of one senator OR one representative?
c. How many different ways can a delegation be picked if it consists of two senators OR two representatives?
EXP #3: How many ways can three digit numbers (100 - 999) end in a 6 or 9?
EXP #4: How many ways can you flip a coin 3 times and have a tail as your first flip or a tail as your 3rd flip?
Why does the sum rule not apply to this question?
EXP #5: An NFL team has two first round draft picks to make has limited the choice to 3 quarterbacks, 4 linebackers, and 5 wide receivers. How many different ways are there to pick two players if they must play different positions?
EXP#6: A restaurant has 4 soups, 6 salads, and 7 entrees on it’s menu.
a. How many three course meals (soup, salad, and entrée) are possible?
b. For lunch the restaurant offers as special of a soup or salad with an entrée. What is the number of possible lunch specials that you could order?
c. When you show up for lunch, you aren’t really hunger and only want to have a soup, salad, or entrée for your lunch. How many different meals could you eat?
10.2 PRACTICE PROBLEMS:
Problems may contain the sum rule, multiplication rule, or both.
#1: A committee is to be chosen from among 8 scientists, 7 psychics, and 12 clerics. If the committee is to have two members of different backgrounds, how many such committees are there?
#2: How many numbers are there which have five digits, each being a number in {1, 2, 3, …, 9}, and either having all digits odd or all digits even?
#3: How many 5-letter “words” either start with d or do not have the letter d? (Note: A “word” is any combination of letters with repetition allowed)
#4: A student college ID contains 8 digits to use a meal plan, a 4-digit pin code gains the student access recreational facilities, and an email password contains 6 characters that can be digits or letters (not case sensitive). What is the total number of passwords or IDs that a university computer must be able to hold?
#5: Consider all of the numbers from 10,000 – 99,999.
a. How many numbers contain all even digits?
b. How many numbers contain first and last digits that are odd?
c. How many numbers cannot contain a repeated digit?
d. How many numbers contain all of the same number for its digit?
SECTION 15.3 Permutations
WARM UP PROBLEMS:
1) How many six-digit numbers (between 0 and 999,999) have no repeated digits?
2) A 5 character password is not case sensitive. How many passwords use only letters without reusing a letter?
3) 7 people are standing in line at the DMV. How many different ways could these people arrived at the DMV?
4) How many different ways can 8 racers finish 1st, 2nd, and 3rd in the 100 meter dash?
WHAT DO ALL OF THESE COUNTING PROBLEMS HAVE IN COMMON?
SPECIAL CASE OF THE MULTIPLICATION RULE
PERMUTATIONS (Permute means to “order” items)
KEY COMPONENTS:
• ORDER of the objects matters
o Different places or characters in a password, number, line, arrangement
o Different jobs, duties, or positions
• Objects cannot be reused in the arrangement: NO REPLACEMENT or REPETITION
PERMUTATIONS: an ____________________________ arrangement of objects from a given group
▪ Notation:[pic]= number of ways to order r objects from n total objects
|Placement |1st |2nd |3rd |… |(r - 1)st |rth |
|# of objects available| | | | | | |
▪ MULTIPLICATION RULE:
[pic]
o Product of all the numbers starting at N and counting down to have r total numbers
▪ FORMULA: [pic]
Example #1: Calculate the following values of a permutation and show your work
a. [pic]
b. [pic]
c. [pic]
d. [pic]
e. [pic]
f. [pic]
Example #2: Consider the letters {a, b, c, d, e, f, g, h} How many 4-letter “passphrases” can be made?
a. Letters can be reused.
b. Letters cannot be repeated.
c. No repetition and d is the last letter.
Example #3: 7 candidates are planning to interview for a job, but there are only 4 interview slots at 1 pm, 2 pm, 3 pm, and 4 pm with the company. How many different can the company create?
Example #4: A car’s new stereo system has a 6 slot CD changer (labeled 1 through 6). Jeff has 20 CDs that he regularly listens to. How many ways can Jeff put his CDs into his new car stereo system?
Example #5: A pass code is 8 characters long with no repeated characters, but the first 5 characters have to be lower case letters and the last 3 character must be a number.
Example #6: 4 people are running for the position of President, Vice President, Treasurer, and Secretary. How many different ways could these people hold those four positions?
Example #7: On the first day of class 30 students find themselves in a classroom with 30 desks already arranged for them, but no seating chart has been made. The teacher gives the students free seating and will write down the seating chart afterwards. How many different seating charts are possible in this situation?
Example #8: Consider the set {A, B, C}. How many different 3-letter words are we allowed to make without repeating a letter in the word?
Why can’t a permutation be used to find the results of 3 consecutive flips of a coin or 4 tosses of a dice?
HOMEWORK: Write with permutation notation and multiplication statemet
1) Calculate valueL (a) [pic]= (b) [pic]= (c) [pic]= (d) [pic]=
2) The board of directors of a corporation has 12 members. How many ways can one choose a committee of 3-members (President, Vice President, and Secretary)?
3) There are 119 Division 1A college football teams. How many Top 25 rankings are possible?
4) A pin code uses four digits and no digit used can be repeated in the code,
(A) how many different codes are there:
(B) If the first digit cannot be 0?
(C) If the first digit cannot be 0 and the second cannot be 1?
5) 4 seniors and 3 juniors are waiting in line to buy prom tickets. How many ways can the students stand in line if the seniors are the first 4 places and care about where they stand in line?
SECTION 15.3 Subsets and Combinations
WARM UP PROBLEMS:
1) How many 5 character passwords are possible if you are allowed numbers and letters, and it is case sensitive?
a. no restrictions.
b. no repeated characters.
2) A typical combination lock has 40 numbers (0 – 39) and opens by turning clockwise, counterclockwise, and then clockwise stopping at a specific number each time. How many different locks can a company manufacture?
COMBINATIONS: Baskin-Robbins and its “31 flavors” of ice cream.
1) How many ways can you get two scoops of different ice cream? (Exp: Chocolate and Vanilla)
2) How many ways can you get 3 scoops of different ice cream? (Exp: Chocolate, Vanilla, Strawberry)
Combinations: an _______________________________ selection of objects
▪ Key arguments for a Combination:
o Order of the objects DOES NOT matters
▪ Identical Objects
▪ Non-unique items like 4 boys v. saying Mike, Bryan, Eugene, and Karl
o Objects cannot be reused in the arrangement: NO REPLACEMENT or REPETITION
▪ Notation: [pic]= the number of ways to select r objects (items) from n objects (items)
▪ Formula: [pic]
Example #1: Calculate the following values and show the formula
a. [pic]
b. [pic]
c. [pic]
d. [pic]
e. [pic]
f. [pic]
MULTIPLICATION RULE V. PERMUTATIONS V. COMBINATIONS
Example 2: Consider the digits {1, 2, 3, 4}
• How many 2-digit numbers can be made from this set?
• How many ways can we select any group of two numbers from {1, 2, 3, 4}?
• How many ways can two numbers be picked in order from {1, 2, 3, 4}?
Example #3: To win the jackpot in a lottery you must select six numbers from 1 through 53. How many possible lottery combinations are there?
a. If you can select the same number as many times as you want and the order mattered?
b. If you cannot select the same number and you win with having the numbers in any order?
c. If you cannot select the same number and you only win with having the numbers in the same order as what is drawn?
Example #4: If there are 7 possible meeting times and a committee must meet 3 times, the number of ways to assign the meeting times is …
Example #5: The number of 5-member delegations that can be created from a 9 person group.
a. How many delegations can be selected?
b. How many delegations can be selected if the members are assigned as a speaker, recorder, researcher, facilitator, and administrator?
Example #6: The number of delegations to the president consisting of 2 senators and 2 representatives remembering that there are 100 senators and 435 representatives in Congress.
Example #7: The number of 9 digit codes with exactly FIVE even and FOUR odd digits.
SUBSETS: contain at most ALL the elements or at least NONE of the elements of the given set, and ORDER of the elements is NOT important
Consider the set {a, b, c}. How many subsets are there of this set?
List =
Counting =
FORMULA: the number of subsets of an n-element set = 2n
▪ YES or NO to each item of n being in a subset = total number of subset
▪ We count the empty set.
SPECIAL PROPERTY between Combinations and Subsets:
The number of subsets of n elements also is a sum of all combinations 0 to n
[pic]
▪ Each stage represents a subset of a different size 0, 1, 2, 3, … , n which are unordered
Example #8: In a pizza parlor there are 8 different toppings to add to a cheese pizza.
a. How many different pizzas can the parlor make?
b. Exactly how many different 3 topping pizzas could you make?
c. If there were also 3 crust and 4 size options for your pizza how many different 3 topping pizzas could be ordered?
d. The number of pizzas with at most 3 toppings.
e. The number of pizzas with at least 3 toppings.
-----------------------
Calculator: Permutations
Total # (n) , [MATH], PRB, nPr, # of objects (r)
Calculator: Combinations
Total # (n) , MATH, PRB, nCr, # of objects (r)
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