The best replacement for selection sort is insertion sort.

The best alternatives to selection sort are rated as following:
★★★★★  insertion sort
★★★★★  bubble sort
★★  merge sort
★  quicksort
★  heap sort

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selection sort
insertion sort
bubble sort