Question
In quicksort, we can have many different pivot methods. When comparing the probability between two pivot methods (first element pivot, and median of three elements)
In quicksort, we can have many different pivot methods. When comparing the probability between two pivot methods (first element pivot, and median of three elements) our probability of choosing a good pivot changes.
Is my math correct for the probability of choosing a good pivot?
We define good pivot as an element that is not in the lower 25% and not in the upper 25% of the array.
If we know that an array of integers IS in random order, then first element pivoting will give us a "good" pivot element 50% of the time. the array is in random order so the odds are always 50/50.
looks like so
[ 1/4 bad | 1/2 good pivots | 1/4 bad ]
When choosing a pivot based on a three element median we can say that the probability looks like this for each choice.
Where x is the size of the list. This equation converges to 1/8
We can assume that the only way to get a bad pivot is where all three elements picked are "bad", 2 low bad and when 2 high bad pivots are picked.
making the median of 3 random elements a good pivot selection 75% of the time.
1/8+1/16+1/16= 1/4 bad pivot options or 25% of the time you will get a bad pivot.
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