뒤로Permutations and Combinations: Structured Study Notes for Introductory Statistics
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Permutations and Combinations
Introduction
Permutations and combinations are fundamental concepts in probability and statistics, used to count the number of ways objects can be arranged or selected. Understanding when to use each is crucial for solving problems involving arrangements and selections.
Permutations
Definition and Key Concepts
Permutation: An arrangement of n different objects in a specific order. The order of arrangement is important.
The goal is to find the number of ways to select r objects out of n objects, where order matters.
Permutation Rule 1: Arranging All Objects
The number of ways to arrange all n different objects is given by n factorial (n!).
Formula:
By definition: and
Examples:
Application Example: If a sports anchor wants to rank all 5 teams, the number of ways is .
Application Example: Seating 6 students in a row of 6 desks: ways.
Permutation Rule 2: Arranging r Objects from n
Arranging r objects out of n in a specific order is called a permutation of n objects taken r at a time.
Notation: or
Formula:
Conditions: ; both n and r are whole numbers.
Examples:
Application Example: Ranking the top 3 teams out of 5: ways.
Application Example: Seating 4 out of 6 students: ways.
Application Example: Selecting a chairperson and assistant from 7 scientists: ways.
Application Example: Arranging 3 boxcars from 8: ways.
Application Example: Arranging 4 photos from 9: ways.
Permutation Rule 3: Permutations with Indistinguishable Objects
Used when some objects are identical.
Formula: , where
Example: Arranging 3 yellow, 5 blue, 2 red, and 1 green book (total 11 books):
ways
Application Example: Permutations of the letters in "SEEM":
Application Example: Permutations of the letters in "Mississippi":
Application Example: Arranging 6 Algebra, 2 Trigonometry, and 7 Geometry books: ways
Combinations
Definition and Key Concepts
Combination: A selection of r objects from n objects where order does not matter.
Notation: or or
Formula:
Conditions:
Examples:
Application Example: Choosing 4 books from 12: combinations.
Application Example: Choosing 5 freshmen from 8: combinations.
Permutations vs. Combinations
Permutation: Use when order is important.
Combination: Use when order is not important.
Situation | Order Important? | Type | Formula |
|---|---|---|---|
Choosing 3 classes for 3 semesters from 5 | Yes | Permutation | |
Choosing a jury of 12 from 35 | No | Combination |
Using Combinations to Find Probabilities
Finding Probabilities with Combinations
Combinations are often used to calculate probabilities when the order of selection does not matter.
Example: Three pool balls are randomly chosen from 15. What is the probability that the balls are numbered 5, 7, and 9?
Step 1: Find the number of ways to choose the specific balls (numerator): 1 way.
Step 2: Find the total number of ways to choose any 3 balls from 15 (denominator):
Step 3: Probability =
Summary Table: Permutations and Combinations
Type | Order Important? | Formula | Example |
|---|---|---|---|
Permutation (all objects) | Yes | Arranging 5 books: | |
Permutation (r objects) | Yes | Arranging 3 out of 5: | |
Permutation (with identical objects) | Yes | "Mississippi": | |
Combination | No | Choosing 3 from 5: |
Additional info: The images provided (image_1, image_2, image_3) do not contain any diagrams, formulas, or visual aids directly relevant to the explanation of permutations or combinations. Therefore, no images are included in these study notes.