Toptal connects the top 3% of freelance developers all over the world.

Selection Sort

Animation, code, analysis, and discussion of selection sort on 4 initial conditions.

How to use: Press "Play all", or choose the  Play  button.

Play All
Play animation
RandomImage
Play animation
Nearly SortedImage
Play animation
ReversedImage
Play animation
Few UniqueImage

ALGORITHM

for i = 1:n,
    k = i
    for j = i+1:n, if a[j] < a[k], k = j
    → invariant: a[k] smallest of a[i..n]
    swap a[i,k]
    → invariant: a[1..i] in final position
end

DISCUSSION

From the comparions presented here, one might conclude that selection sort should never be used. It does not adapt to the data in any way (notice that the four animations above run in lock step), so its runtime is always quadratic.

However, selection sort has the property of minimizing the number of swaps. In applications where the cost of swapping items is high, selection sort very well may be the algorithm of choice.

KEY

  • Black values are sorted.
  • Gray values are unsorted.
  • A red triangle marks the algorithm position.

PROPERTIES

  • Not stable
  • O(1) extra space
  • Θ(n2) comparisons
  • Θ(n) swaps
  • Not adaptive

Preparing for a technical interview? Check out our interview guides.