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Permutations and combinations are essential tools for counting complex arrangements and selections. They help us solve problems in various fields, from probability to computer science, by providing formulas to calculate different types of arrangements and selections.

These concepts build on fundamental counting principles and extend to more advanced techniques. Understanding permutations and combinations is crucial for tackling probability problems and developing problem-solving skills in discrete mathematics and beyond.

Permutations and Combinations

Fundamental Counting Principles

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  • arranges objects in a specific order
  • selects objects without regard to order
  • notation [n!](https://www.fiveableKeyTerm:n!)[n!](https://www.fiveableKeyTerm:n!) represents the product of all positive integers up to n
  • calculates the number of ways to perform a sequence of choices

Types of Permutations

  • calculates arrangements of n distinct objects using formula [P(n)](https://www.fiveableKeyTerm:p(n))=n![P(n)](https://www.fiveableKeyTerm:p(n)) = n!
  • arranges r objects from a set of n objects, computed as P(n,r)=n!(nr)!P(n,r) = \frac{n!}{(n-r)!}
  • organizes n objects around a circle, given by [C(n)](https://www.fiveableKeyTerm:c(n))=(n1)![C(n)](https://www.fiveableKeyTerm:c(n)) = (n-1)!
  • counts permutations where no element appears in its original position, calculated using [Dn](https://www.fiveableKeyTerm:dn)=n!k=0n(1)kk![D_n](https://www.fiveableKeyTerm:d_n) = n! \sum_{k=0}^n \frac{(-1)^k}{k!}

Combination Principles

  • Combination formula selects r objects from n objects without order: C(n,r)=(nr)=n!r!(nr)!C(n,r) = \binom{n}{r} = \frac{n!}{r!(n-r)!}
  • illustrates combinations and binomial coefficients
  • include symmetry: (nr)=(nnr)\binom{n}{r} = \binom{n}{n-r}
  • relates combinations: (m+nr)=k=0r(mk)(nrk)\binom{m+n}{r} = \sum_{k=0}^r \binom{m}{k}\binom{n}{r-k}

Permutations and Combinations with Repetition

Permutations with Repetition

  • Permutation with repetition allows objects to be used multiple times
  • Formula for n objects into r positions: nrn^r
  • calculates permutations with multiple types of repeated objects: n!n1!n2!...nk!\frac{n!}{n_1!n_2!...n_k!}
  • Applications include generating passwords and license plate numbers

Combinations with Repetition

  • Combination with repetition selects objects with replacement, allowing repeated selections
  • Formula for selecting r objects from n types: (n+r1r)=(n+r1n1)\binom{n+r-1}{r} = \binom{n+r-1}{n-1}
  • visualizes
  • Used in problems involving distributing identical objects into distinct containers

Advanced Counting Techniques

Stirling Numbers and Their Applications

  • count permutations with specific cycle structures
  • partition a set into non-empty subsets
  • Recursive formulas define both types of Stirling numbers
  • sum Stirling numbers of the second kind to count total partitions of a set
  • Applications include analyzing data structures and solving combinatorial problems in computer science
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© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.

© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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