How are permutations and probability related?

In summary, permutations and probability are closely related and can be thought of in an intuitive way. For example, when considering the number of possible permutations for a deck of cards, the probability of correctly guessing each card as it is dealt can be used to calculate the total number of permutations. This concept also applies to combinations with multiples of the same object, such as binary digits. This understanding is important in discrete probability, where possible outcomes play a crucial role.
  • #1
libervurto
6
4
This may already be widely taught and I could be stating the obvious here, but I noticed how closely related permutations and probability are, and this gives an intuitive way to think about permutations.

For example, take a deck of 52 cards. How many possible permutations are there for the deck? Well, we can think of this another way: given a thoroughly shuffled deck, what would be the probability of us correctly guessing each card as it is dealt onto the table? Guessing the first card would be a 1/52 chance, then we turn it over to see if we were right, then we guess the second card, now with probability 1/51, then the third is 1/50, fourth is 1/49, and so on until we come to the last few cards... 1/4, 1/3, 1/2, 1/1. To successfully guess the entire permutation we need to get all of these guesses right, so we multiply their probabilities together to get 1/52!, and since we have guessed a single permutation it should be obvious that this probability is the same as saying our guess is 1 out of 52! possible permutations.

This also works for combinations that can have multiples of the same object, for example, binary digits. How many possible numbers can be made with 5 bits? Well, what is the chance of us guessing a random 5 bit number correctly? We must guess each bit correctly, with a probability of ½ for guessing each bit (since their value is completely independent) so that's a 1/(2 x 2 x 2 x 2 x 2) = 1/25 chance of guessing the number correctly; and since this number is obviously one possible 5-bit number, we again flip the fraction over to find how many numbers can be made with 5 bits = 25.

Is this helpful? If it causes more confusion than good or if it is too obvious a statement to make then I don't mind this being deleted.
 
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  • #2
For many people, combinations and permutations are first encountered in probability. So you are right to think of them together. Discrete probability hinges on the understanding of possible outcomes.
 

1. What is the difference between permutations and combinations?

Permutations and combinations are both ways of counting the number of possible outcomes in a given scenario. The main difference between them is that permutations take into account the order of the items being counted, while combinations do not. In permutations, the order of the items matters, while in combinations, the order does not affect the final count.

2. How do I calculate the number of permutations?

The formula for calculating the number of permutations is n! / (n-r)!, where n represents the total number of items and r represents the number of items being selected. This formula is used when the order of the items matters. If the order does not matter, then the formula for combinations, n! / (r!(n-r)!), should be used instead.

3. What is the difference between a permutation with repetition and a permutation without repetition?

In a permutation with repetition, the items being counted can be repeated in the same position, while in a permutation without repetition, each item can only be used once in a given position. For example, in a permutation with repetition of the letters A, B, and C, the sequence ABC would be different from BAC, while in a permutation without repetition, these two sequences would be considered the same.

4. How is probability related to permutations?

Permutations are often used in probability to calculate the likelihood of a certain outcome occurring. For example, if you are rolling a six-sided die and want to know the probability of rolling a specific sequence, you can use permutations to determine the number of possible outcomes and then calculate the probability based on that number. Permutations are also used in combination with other mathematical concepts, such as combinations and factorials, to calculate probability.

5. Can permutations be applied to real-world scenarios?

Yes, permutations can be applied to real-world scenarios, such as in the field of genetics, where they are used to calculate the likelihood of certain genetic traits being passed down from parents to offspring. They can also be used in business and marketing to analyze the different combinations of products or services that a company can offer. Additionally, permutations are used in computer science and cryptography to generate secure passwords and encryption keys.

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