Time Complexity

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Last updated 6:24 PM on 3/17/25
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16 Terms

1
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Each operation executes only a few times

Constant

2
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When a problem is solved by transforming it into subproblems that eliminate some of the input

Logarithmic

3
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When a small amount of processing is required per input

Linear

4
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When a problem is broken to subproblems, and solutions are combined

Quasilinear

5
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When all pairs of data are processed

Quadratic

6
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When triples of data are processed

Cubic

7
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A fraction of all subsets of data is processed

Exponential

8
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A fraction of all arrangement of data is processed

Factorial

9
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Constant

O(1)

10
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Logarithmic

O(log n)

11
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Linear

O(n)

12
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Quasilinear

O(n log n)

13
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Quadratic

O(n2)

14
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Cubic

O(n3)

15
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Exponential

O(2n)

16
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Factorial

O(n!)