In computer science and mathematics, a sort algorithm is an algorithm that puts elements of a list into order by means of a certain ordering, often lexicographical. Efficient sorting is important to optimizing the use of other algorithms (such as search algorithms and merge algorithms) that require sorted lists to work correctly; it is also often useful for canonicalizing data and for producing human-readable output.
Sort algorithms used in computer science are often classified by:
- computational complexity (worst, average and best behaviour) in terms of the size of the list (n). Typically, good behaviour is O(n log n) and bad behaviour is O(n2). Sort algorithms which only use an abstract key comparison operation always need at least O(n log n) comparisons on average; sort algorithms which exploit the structure of the key space cannot sort faster than O(n log k) where k is the size of the keyspace.
- memory usage (and use of other computer resources)
- stability: stable sorts keep the relative order of elements that have an equal key. That is, a sort algorithm is stable if whenever there are two records R and S with the same key and with R appearing before S in the original list, R will appear before S in the sorted list. (Unstable sort algorithms can usually be made artificially stable by adding an extra number to the key defining the position in the original list.)
Sorting algorithms that are not stable can be specially implemented to be stable. One way of doing this is to artificially extend the key comparison, such that comparisons between two objects with otherwise equal keys are decided using the order of the entries in the original data order as a tie-breaker.
Some sorting algorithms follow, in typical runtime order, grouped by stability:
Questionable sort algorithms not intended for production use:
See work-in-place article for the list of sort algorithms that can be written as work-in-place.
- Bogosort - O(n × n!) expected time, unbounded worst case.
An old version of QBASIC has a file "sortdemo.bas" in the examples folder that provides a graphical representation of several of the various sort procedures described here, as well as performance ratings of each.
External links and References