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Notation Name Example
O(1) Constant time Int a = 1 + 5
O(n) Linear Search in an unsorted
array.
O(logn) Logarithmic Binary search
O(nlogn) Linearithmic Quick sort, merge sort,
heap sort.
O(n^2) quadratic Bubble sort, selection sort,
insertion sort. Literate
through an 2D-array.
O(c^n) Exponential Dynamic programming.
O(n!) Factorial Permutation, dynamic
programming

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Big O.pptx

  • 1.
  • 2. Notation Name Example O(1) Constant time Int a = 1 + 5 O(n) Linear Search in an unsorted array. O(logn) Logarithmic Binary search O(nlogn) Linearithmic Quick sort, merge sort, heap sort. O(n^2) quadratic Bubble sort, selection sort, insertion sort. Literate through an 2D-array. O(c^n) Exponential Dynamic programming. O(n!) Factorial Permutation, dynamic programming