Counting
The learning objective is to cover the fundamental principles of counting such as sum rule, product rule, permutations and combination.
1 Sum Rule
The sum rule states that if we have m number of ways of doing something and n number of ways of doing another thing and we can not do both at the same time, then there are m + n ways to choose one of the actions.
2 Product Rule
The product rule states that if there are m ways to do A and n ways to do B, then the number of ways to do A and B is m × n. This is true if the number of ways of doing A and B are independent.
Question:
A boy lives at X and wants to go to School at Z. From his home X he has to first reach Y and then Y to Z. He may go X to Y by either 3 bus routes or 2 train routes. From there, he can either choose 4 bus routes or 5 train routes to reach Z. How many ways are there to go from X to Z?
Solution:
From X to Y, he can go in 3+2=5 ways (Sum Rule). Thereafter, he can go Y to Z in 4 + 5 = 9 ways (Sum Rule). Hence from X to Z he can go in 5 × 9 = 45 ways (Product Ruleh).
3 Permutations
A permutation of a set of distinct objects is an ordered arrangement of the objects.
Example
Let S = {a, b, c}
The permutation of S = {{a, b, c}, {a, c, b}, {b, a, c}, {b, c, a}, {c, a, b}, {c, b, a}}
Note that even though they are the same elements, each is considered a different permutation since they do not have the same order.
- The number of permutations of n different things taken r at a time is denoted by nPr
- nPr = n!/(n - r)!
4 Combinations
A combination is selection of some given elements in which order does not matter.
Example
Let S = {a, b, c}
The 2-combination of S = {{a, b}, {a, c}, {b, c}}
{a, b} covers both the permutations {a, b} and {b, a} since order doesn’t matter for combinations.
- The number of all combinations of n things, taken r at a time is denoted by nCr
- nCr = n!/r!(n - r)!
5 Binomial Theorem
6 Pigeonhole Principle
The pigeonhole principle states that if n pigeons are put into m pigeonholes where n > m, there’s a hole with more than one pigeon.
Generalised Pigeonhole Principle
If N objects are placed into k bins then there is at least one bin containing at least ⌈ N / k ⌉ objects.
Question:
Assume 100 people. Can you tell at least how many people are born in the same month?
Solution:
There exists a month in which at least ⌈ 100 / 12 ⌉ = ⌈ 8.3 ⌉ = 9 people were born.