Comparison Sorting: Difference between revisions
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== Parameters == | == Parameters == | ||
n: size of list | $n$: size of list | ||
== Table of Algorithms == | == Table of Algorithms == | ||
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| [[Naive sorting (Comparison Sorting Sorting)|Naive sorting]] || 1940 || $O( | | [[Naive sorting (Comparison Sorting Sorting)|Naive sorting]] || 1940 || $O(n^{2})$ || $O({1})$ (in-situ) || Exact || Deterministic || | ||
|- | |- | ||
| [[Selection Sort (Comparison Sorting Sorting)|Selection Sort]] || 1962 || $O( | | [[Selection Sort (Comparison Sorting Sorting)|Selection Sort]] || 1962 || $O(n^{2})$ || $O({1})$ (in-situ) || Exact || Deterministic || | ||
|- | |- | ||
| [[Merge Sort (Comparison Sorting Sorting)|Merge Sort]] || 1945 || $O(n | | [[Merge Sort (Comparison Sorting Sorting)|Merge Sort]] || 1945 || $O(n \log n)$ || $O(n)$ || Exact || Deterministic || | ||
|- | |- | ||
| [[Bubble Sort (Comparison Sorting Sorting)|Bubble Sort]] || 1956 || $O( | | [[Bubble Sort (Comparison Sorting Sorting)|Bubble Sort]] || 1956 || $O(n^{2})$ || $O({1})$ (in-situ) || Exact || Deterministic || | ||
|- | |- | ||
| [[Intro Sort (Comparison Sorting Sorting)|Intro Sort]] || 1997 || $O(n | | [[Intro Sort (Comparison Sorting Sorting)|Intro Sort]] || 1997 || $O(n \log n)$ || $O(logn)$ || Exact || Deterministic || [https://onlinelibrary-wiley-com.ezproxy.canberra.edu.au/doi/abs/10.1002/%28SICI%291097-024X%28199708%2927%3A8%3C983%3A%3AAID-SPE117%3E3.0.CO%3B2-%23 Time] | ||
|- | |- | ||
| [[Heap Sort (Comparison Sorting Sorting)|Heap Sort]] || 1964 || $O(n | | [[Heap Sort (Comparison Sorting Sorting)|Heap Sort]] || 1964 || $O(n \log n)$ || $O({1})$ (in-situ) || Exact || Deterministic || [https://www.bibsonomy.org/bibtex/2f485e4ea9a877871b59ab503151a7f10/bjoern Time] | ||
|- | |- | ||
| [[Counting Sort (Non-Comparison Sorting Sorting)|Counting Sort]] || 1954 || $O(n+k)$ || $O(n+k)$ || Exact || Deterministic || [http://bitsavers.org/pdf/mit/whirlwind/R-series/R-232_Information_Sorting_in_the_Application_of_Electronic_Digital_Computers_to_Business_Operations_May54.pdf Time] | | [[Counting Sort (Non-Comparison Sorting Sorting)|Counting Sort]] || 1954 || $O(n+k)$ || $O(n+k)$ || Exact || Deterministic || [http://bitsavers.org/pdf/mit/whirlwind/R-series/R-232_Information_Sorting_in_the_Application_of_Electronic_Digital_Computers_to_Business_Operations_May54.pdf Time] | ||
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| [[Radix Sort (Non-Comparison Sorting Sorting)|Radix Sort]] || 1940 || $O(wn)$ || $O(w+n)$ || Exact || Deterministic || | | [[Radix Sort (Non-Comparison Sorting Sorting)|Radix Sort]] || 1940 || $O(wn)$ || $O(w+n)$ || Exact || Deterministic || | ||
|- | |- | ||
| [[Tree sort (Comparison Sorting Sorting)|Tree sort]] || | | [[Tree sort (Comparison Sorting Sorting)|Tree sort]] || 1986 || $O(n \log n)$ || $O(n)$ || Exact || Deterministic || [https://link.springer.com/chapter/10.1007/978-1-349-08147-9_4 Time] | ||
|- | |- | ||
| [[Quick Sort (Comparison Sorting Sorting)|Quick Sort]] || 1961 || $O( | | [[Quick Sort (Comparison Sorting Sorting)|Quick Sort]] || 1961 || $O(n^{2})$ || $O(\log n)$ || Exact || Deterministic || [https://apps.dtic.mil/dtic/tr/fulltext/u2/740110.pdf Time] & [https://academic-oup-com.ezproxy.canberra.edu.au/comjnl/article/5/1/10/395338?login=true Space] | ||
|- | |- | ||
| [[Tim Sort (Comparison Sorting Sorting)|Tim Sort]] || 2002 || $O(n logn)$ || $O(n)$ || Exact || Deterministic || | | [[Tim Sort (Comparison Sorting Sorting)|Tim Sort]] || 2002 || $O(n logn)$ || $O(n)$ || Exact || Deterministic || | ||
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| [[Cube Sort Parallel Implementation (Comparison Sorting Sorting)|Cube Sort Parallel Implementation]] || 1992 || $O(n logn)$ || $O(n)$ || Exact || Parallel || [https://www-sciencedirect-com.ezproxy.canberra.edu.au/science/article/pii/0196677492900166?via%3Dihub Time] | | [[Cube Sort Parallel Implementation (Comparison Sorting Sorting)|Cube Sort Parallel Implementation]] || 1992 || $O(n logn)$ || $O(n)$ || Exact || Parallel || [https://www-sciencedirect-com.ezproxy.canberra.edu.au/science/article/pii/0196677492900166?via%3Dihub Time] | ||
|- | |- | ||
| [[Shell Sort | | [[Shell Sort (Shell) (Comparison Sorting Sorting)|Shell Sort (Shell)]] || 1959 || $O(n^{2})$ || $O({1})$ || Exact || Deterministic || [https://dl-acm-org.ezproxy.canberra.edu.au/citation.cfm?doid=368370.368387 Time] | ||
|- | |- | ||
| [[Shell Sort | | [[Shell Sort (Frank & Lazarus) (Comparison Sorting Sorting)|Shell Sort (Frank & Lazarus)]] || 1960 || $O(n^{1.5})$ || $O({1})$ || Exact || Deterministic || [https://dl-acm-org.ezproxy.canberra.edu.au/citation.cfm?doid=366947.366957 Time] | ||
|- | |- | ||
| [[Shell Sort | | [[Shell Sort (Pratt) (Comparison Sorting Sorting)|Shell Sort (Pratt)]] || 1971 || $O(n \log^{2} n)$ || $O({1})$ || Exact || Deterministic || [https://apps.dtic.mil/sti/pdfs/AD0740110.pdf Time] | ||
|- | |- | ||
| [[Shell Sort | | [[Shell Sort (Sedgewick) (Comparison Sorting Sorting)|Shell Sort (Sedgewick)]] || 1986 || $O(n^{1.{3}3})$ || $O({1})$ || Exact || Deterministic || [https://www-sciencedirect-com.ezproxy.canberra.edu.au/science/article/pii/0196677486900015?via%3Dihub Time] | ||
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| [[Bitonic Merge Sort Parallel Implementation (Comparison Sorting Sorting)|Bitonic Merge Sort Parallel Implementation]] || 1968 || $O( | | [[Bitonic Merge Sort Parallel Implementation (Comparison Sorting Sorting)|Bitonic Merge Sort Parallel Implementation]] || 1968 || $O(\log^{2} n)$ || $O({1})$ || Exact || Parallel || [https://epubs-siam-org.ezproxy.canberra.edu.au/doi/abs/10.1137/0218014 Time] | ||
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| [[Thorup's Sorting Algorithm (Comparison Sorting Sorting)|Thorup's Sorting Algorithm]] || 2002 || $O(n | | [[Thorup's Sorting Algorithm (Comparison Sorting Sorting)|Thorup's Sorting Algorithm]] || 2002 || $O(n \log \log n)$ || $O(n)$ || Exact || Deterministic || [https://www-sciencedirect-com.ezproxy.canberra.edu.au/science/article/pii/S0196677402912113 Time & Space] | ||
|- | |- | ||
| [[Naive sorting (Non-Comparison Sorting Sorting)|Naive sorting]] || 1940 || $O( | | [[Naive sorting (Non-Comparison Sorting Sorting)|Naive sorting]] || 1940 || $O(n^{2})$ || $O({1})$ || Exact || Deterministic || | ||
|- | |- | ||
| [[Flash Sort (Non-Comparison Sorting Sorting)|Flash Sort]] || 1998 || $O(n^{2})$ || $O(n)$ || Exact || Deterministic || [http://www.neubert.net/FSOIntro.html Time] | | [[Flash Sort (Non-Comparison Sorting Sorting)|Flash Sort]] || 1998 || $O(n^{2})$ || $O(n)$ || Exact || Deterministic || [http://www.neubert.net/FSOIntro.html Time] & [http://www.neubert.net/FSOIntro.html, Space] | ||
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| [[Bead Sort (Non-Comparison Sorting Sorting)|Bead Sort]] || 2002 || $O(n)$ || $O(n^{2})$ || Exact || Deterministic || [https://web.archive.org/web/20170809110409/https://www.cs.auckland.ac.nz/~jaru003/research/publications/journals/beadsort.pdf Time] | | [[Bead Sort (Non-Comparison Sorting Sorting)|Bead Sort]] || 2002 || $O(n)$ || $O(n^{2})$ || Exact || Deterministic || [https://web.archive.org/web/20170809110409/https://www.cs.auckland.ac.nz/~jaru003/research/publications/journals/beadsort.pdf Time] | ||
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| [[Burst Sort (Non-Comparison Sorting Sorting)|Burst Sort]] || 2004 || $O(wn)$ || $O(wn)$ || Exact || Deterministic || [https://dl-acm-org.ezproxy.canberra.edu.au/citation.cfm?doid=1005813.1041517 Time] | | [[Burst Sort (Non-Comparison Sorting Sorting)|Burst Sort]] || 2004 || $O(wn)$ || $O(wn)$ || Exact || Deterministic || [https://dl-acm-org.ezproxy.canberra.edu.au/citation.cfm?doid=1005813.1041517 Time] | ||
|- | |- | ||
| [[Spreadsort (Non-Comparison Sorting Sorting)|Spreadsort]] || 2002 || $O(n | | [[Spreadsort (Non-Comparison Sorting Sorting)|Spreadsort]] || 2002 || $O(n \log n)$ || $O(n)$? || Exact || Deterministic || [https://www.semanticscholar.org/paper/The-Spreadsort-High-performance-General-case-Ross/41f5b49e9843b2d98b6b22a84924dae5761e6e52 Time] | ||
|- | |- | ||
| [[Odd Even Sort Parallel Implementation (Comparison Sorting Sorting)|Odd Even Sort Parallel Implementation]] || 1972 || $O(n^{2})$ || $O({1})$ || Exact || Parallel || [https://www.semanticscholar.org/paper/Parallel-Neighbor-Sort-(or-the-Glory-of-the-Habermann/bc7b6efb99aae6225239425747fd0169a51f30ce Time] | | [[Odd Even Sort Parallel Implementation (Comparison Sorting Sorting)|Odd Even Sort Parallel Implementation]] || 1972 || $O(n^{2})$ || $O({1})$ || Exact || Parallel || [https://www.semanticscholar.org/paper/Parallel-Neighbor-Sort-(or-the-Glory-of-the-Habermann/bc7b6efb99aae6225239425747fd0169a51f30ce Time] | ||
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[[File:Sorting - Comparison Sorting - Time.png|1000px]] | [[File:Sorting - Comparison Sorting - Time.png|1000px]] | ||
Latest revision as of 09:04, 28 April 2023
Description
A sorting algorithm is an algorithm that puts elements of a list in a certain order, using comparisons between elements.
Related Problems
Generalizations: Sorting
Related: Non-Comparison Sorting
Parameters
$n$: size of list
Table of Algorithms
Name | Year | Time | Space | Approximation Factor | Model | Reference |
---|---|---|---|---|---|---|
Naive sorting | 1940 | $O(n^{2})$ | $O({1})$ (in-situ) | Exact | Deterministic | |
Selection Sort | 1962 | $O(n^{2})$ | $O({1})$ (in-situ) | Exact | Deterministic | |
Merge Sort | 1945 | $O(n \log n)$ | $O(n)$ | Exact | Deterministic | |
Bubble Sort | 1956 | $O(n^{2})$ | $O({1})$ (in-situ) | Exact | Deterministic | |
Intro Sort | 1997 | $O(n \log n)$ | $O(logn)$ | Exact | Deterministic | Time |
Heap Sort | 1964 | $O(n \log n)$ | $O({1})$ (in-situ) | Exact | Deterministic | Time |
Counting Sort | 1954 | $O(n+k)$ | $O(n+k)$ | Exact | Deterministic | Time |
Bucket Sort | 1940 | $O( n² )$ | $O(n)$ | Exact | Deterministic | |
Radix Sort | 1940 | $O(wn)$ | $O(w+n)$ | Exact | Deterministic | |
Tree sort | 1986 | $O(n \log n)$ | $O(n)$ | Exact | Deterministic | Time |
Quick Sort | 1961 | $O(n^{2})$ | $O(\log n)$ | Exact | Deterministic | Time & Space |
Tim Sort | 2002 | $O(n logn)$ | $O(n)$ | Exact | Deterministic | |
Cube Sort Parallel Implementation | 1992 | $O(n logn)$ | $O(n)$ | Exact | Parallel | Time |
Shell Sort (Shell) | 1959 | $O(n^{2})$ | $O({1})$ | Exact | Deterministic | Time |
Shell Sort (Frank & Lazarus) | 1960 | $O(n^{1.5})$ | $O({1})$ | Exact | Deterministic | Time |
Shell Sort (Pratt) | 1971 | $O(n \log^{2} n)$ | $O({1})$ | Exact | Deterministic | Time |
Shell Sort (Sedgewick) | 1986 | $O(n^{1.{3}3})$ | $O({1})$ | Exact | Deterministic | Time |
Bitonic Merge Sort Parallel Implementation | 1968 | $O(\log^{2} n)$ | $O({1})$ | Exact | Parallel | Time |
Thorup's Sorting Algorithm | 2002 | $O(n \log \log n)$ | $O(n)$ | Exact | Deterministic | Time & Space |
Naive sorting | 1940 | $O(n^{2})$ | $O({1})$ | Exact | Deterministic | |
Flash Sort | 1998 | $O(n^{2})$ | $O(n)$ | Exact | Deterministic | Time & Space |
Bead Sort | 2002 | $O(n)$ | $O(n^{2})$ | Exact | Deterministic | Time |
Burst Sort | 2004 | $O(wn)$ | $O(wn)$ | Exact | Deterministic | Time |
Spreadsort | 2002 | $O(n \log n)$ | $O(n)$? | Exact | Deterministic | Time |
Odd Even Sort Parallel Implementation | 1972 | $O(n^{2})$ | $O({1})$ | Exact | Parallel | Time |
Spaghetti Sort Parallel Implementation | 1984 | $O(n)$ | $O({1})$ auxiliary? per processor? | Exact | Parallel | Time |
Time Complexity Graph
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