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Big O

Table of Algorithms

Sorting Algorithms Avg T Best T Wosrt T Space Complexity
Linear Search O(1) O(n) O(n) O(1)
Binary Search O(1) O(log n) O(log n) O(1)
Bubble Sort O(n) O(n^2) O(n^2) O(1)
Selection Sort O(n^2) O(n^2) O(n^2) O(1)
Insertion Sort O(n) O(n^2) O(n^2) O(1)
Merge Sort O(nlog n) O(nlog n) O(log n) O(n)
Quick Sort O(nlog n) O(nlog n) O(n^2) O(log n)
Heap Sort O(nlog n) O(nlog n) O(nlog n) O(n)
Bucket Sort O(n+k) O(n+k) O(n^2) O(n)
Radix Sort O(nk) O(nk) O(nk) O(n+k)
Tim Sort O(n) O(nlog n) O(nlog n) O(n)
Shell Sort O(n) O((nlog(n))^2) O((nlog(n))^2) O(1)

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