Permutations and Combinations Explained: Formulas and Examples
Permutations and combinations are fundamental counting techniques in mathematics. They help you determine the number of ways to arrange or select items from a set. Understanding the difference between the two is crucial for probability, statistics, and many real-world applications from lottery odds to password security.
This guide explains both concepts in depth, provides formulas with worked examples, and clarifies when to use each one.
The Fundamental Counting Principle
Before diving into permutations and combinations, you need the fundamental counting principle: if one event can occur in ways and a second independent event can occur in ways, then the two events together can occur in ways.
Example 1: Counting Principle
A restaurant offers 3 starters and 5 main courses. How many different two-course meals are possible?
Factorials
Both permutation and combination formulas use factorials. The factorial of a non-negative integer , written , is the product of all positive integers up to :
By convention, .
What Are Permutations?
A permutation is an arrangement of items where order matters. The word “ABC” is different from “CBA” because the order of the letters has changed.
Permutations of All Items
The number of ways to arrange all items is:
Example 2: Arranging Books
How many ways can you arrange 6 books on a shelf?
Permutations of r Items from n
The number of ways to choose and arrange items from a set of items is:
Example 3: Selecting a Committee with Roles
From 10 people, how many ways can you choose a president, vice president, and secretary?
Permutations with Repetition
If you can reuse items (like digits in a PIN), the number of arrangements of items chosen from with repetition is:
Example 4: PIN Codes
How many 4-digit PIN codes are possible using digits 0-9?
Permutations of Identical Items
When some items are identical, you divide by the factorials of the counts of identical items to avoid overcounting:
Example 5: Letters in MISSISSIPPI
How many distinct arrangements of the letters in MISSISSIPPI?
There are 11 letters: M(1), I(4), S(4), P(2).
What Are Combinations?
A combination is a selection of items where order does not matter. Choosing players A, B, and C for a team is the same as choosing C, A, and B.
The number of ways to choose items from items (without regard to order) is:
Example 6: Choosing a Team
From 12 players, how many ways can you select a team of 5?
Combinations with Repetition
When repetition is allowed (e.g., choosing scoops of ice cream where you can repeat flavours), the formula becomes:
Example 7: Ice Cream Scoops
An ice cream shop has 5 flavours. How many ways can you choose 3 scoops if you can repeat flavours?
Permutations vs Combinations: How to Tell
The key question is: does order matter?
- Order matters (arrangements, rankings, passwords, sequences): use permutations.
- Order does not matter (teams, groups, selections, committees without roles): use combinations.
The relationship between the two formulas shows this clearly:
Each combination of items can be arranged in ways, which is why the number of permutations is always larger than (or equal to) the number of combinations.
Pascal's Triangle
Pascal's triangle is a triangular array where each entry is the sum of the two entries directly above it. The entries are the binomial coefficients :
This recursive property is known as Pascal's rule and is useful for computing combinations without factorials.
Applications in Probability
Example 8: Lottery Odds
A lottery requires you to pick 6 numbers from 49. What are the odds of winning?
The probability of winning is , or about 1 in 14 million.
Example 9: Card Hands
How many 5-card poker hands can be dealt from a standard 52-card deck?
The Binomial Theorem
Combinations appear in the binomial theorem, which expands powers of a binomial expression:
Example 10: Expand
Common Mistakes
- Using permutations when combinations are needed. If the problem says “choose”, “select”, or “pick” without mentioning order or arrangement, it is likely a combination problem.
- Forgetting the repetition case. Standard formulas assume items cannot be reused. Check whether repetition is allowed.
- Overcounting identical items. When items are indistinguishable, divide by the appropriate factorial.
- Misapplying the counting principle. Ensure events are truly independent before multiplying.
Try It Yourself
Calculate permutations and combinations instantly with our free Permutation & Combination Calculator. It handles all variations including repetition, with step-by-step solutions and formula breakdowns. For related probability problems, try our Probability Calculator to compute event likelihoods.
Related Articles
How to Calculate Probability: Formulas, Rules, and Examples
Master probability calculations with clear explanations of basic probability, conditional probability, independent events, and combinations. Includes real-world worked examples.
How to Find the Derivative: Rules, Formulas, and Worked Examples
Master differentiation with this guide to derivative rules. Covers the power rule, product rule, quotient rule, and chain rule with step-by-step KaTeX examples.
Taylor Series Explained: Formula, Examples, and Applications
Understand Taylor and Maclaurin series from scratch. Learn the formula, compute series for common functions, and see how they are used in science and engineering.