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sorting_algorithms's Introduction

Sorting algorithms and their time complexity in C++, with code

• Standard in C++ (std::sort() known as IntroSort): O(nlogn);
• RadixSort (with base 1024 or 256): O((n+b) * logb(k)), b=base, k=nrmax =>RadixSort1024 is faster in general terms, because of the base;
• QuickSort: "Engineering a Sort Function"-> 1.386 n log n average comparisons using a randomized pivot and 1.188 n log n average comparisons using a median of 3 pivot. It has O(n^2) worst-case runtime (when the pivot is fixed and the numbers are already sorted);
• BubbleSort: O(n^2) and O(n) for already sorted numbers;
• MergeSort: O(nlogn) but is slower than QuickSort in general terms.
• ShellSort (with gap reduced by half in every iteration): O(n^2)
and ShellSort2 (with gap calculated with the formula 2*[N/22k+1]+1): O(N3/2).

Top fastest sorting algorithms for nrmax=10^6 and:
tabel

Charts:

chart1

sortariradix

chart5

chart6

chart3

chart4

charts2

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