Of the following, which is the best approximation to the probability that a permutation of size N has exactly 2 cycles?
Question
Of the following, which is the best approximation to the probability that a permutation of size N has exactly 2 cycles?
Solution
The probability that a permutation of size N has exactly 2 cycles is approximately 1/N.
Here's a step-by-step explanation:
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A permutation of size N can be represented as a product of cycles.
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The number of permutations of size N is N factorial (N!).
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The number of permutations with exactly 2 cycles is given by the Stirling numbers of the first kind, denoted s(N,2).
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The Stirling numbers of the first kind count the number of permutations of N elements with a given number of cycles.
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For large N, the Stirling numbers of the first kind can be approximated as s(N,2) ≈ N!/2.
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Therefore, the probability that a permutation of size N has exactly 2 cycles is s(N,2)/N! ≈ (N!/2) / N! = 1/2N.
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However, this is an overestimate because it counts permutations with more than 2 cycles multiple times.
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A better approximation is 1/N, which is obtained by dividing the number of permutations with exactly 2 cycles by the total number of permutations.
So, the best approximation to the probability that a permutation of size N has exactly 2 cycles is 1/N.
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