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DSA Coursenotes

Chapter 6 Week 7

Show Source |    | About   «  6.2. Sorting: Quadratic Sorts   ::   Contents   ::   7.1. Sorting: Limits to Sorting  »

6.3. Sorting: Faster Sorts

6.3.1. Faster Sorts

6.3.1.1. Shellsort

6.3.1.2. Shellsort (2)

static void shellsort(int[] A) {
  for (int i=A.length/2; i>2; i/=2) { // For each increment
    for (int j=0; j<i; j++) {         // Sort each sublist
      inssort2(A, j, i);
    }
  }
  inssort2(A, 0, 1);     // Could call regular inssort here
}

/** Modified Insertion Sort for varying increments */
static void inssort2(int[] A, int start, int incr) {
  for (int i=start+incr; i<A.length; i+=incr)
    for (int j=i; (j>=incr) && (A[j] < A[j-incr]); j-=incr)
      Swap.swap(A, j, j-incr);
}

6.3.1.3. Mergesort

6.3.1.4. .

.

6.3.1.5. Mergesort cost

  • Mergesort cost:

  • Mergesort is also good for sorting linked lists.

  • Mergesort requires twice the space.

6.3.1.6. Quicksort

static void quicksort(Comparable[] A, int i, int j) { // Quicksort
  int pivotindex = findpivot(A, i, j);  // Pick a pivot
  Swap.swap(A, pivotindex, j);               // Stick pivot at end
  // k will be the first position in the right subarray
  int k = partition(A, i, j-1, A[j]);
  Swap.swap(A, k, j);                        // Put pivot in place
  if ((k-i) > 1) { quicksort(A, i, k-1); }  // Sort left partition
  if ((j-k) > 1) { quicksort(A, k+1, j); }  // Sort right partition
}
static int findpivot(Comparable[] A, int i, int j)
  { return (i+j)/2; }

6.3.1.7. Quicksort Partition

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6.3.1.8. Quicksort Partition Cost

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6.3.1.9. Quicksort Summary

6.3.1.10. Quicksort Worst Case

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6.3.1.11. .

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6.3.1.12. Quicksort Best Case

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6.3.1.13. .

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6.3.1.14. Quicksort Average Case

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6.3.1.15. Optimizations for Quicksort

  • Better Pivot

  • Inline instead of function calls

  • Eliminate recursion

  • Better algorithm for small sublists: Insertion sort
    • Best: Don’t sort small lists at all, do a final Insertion Sort to clean up.

6.3.1.16. Heapsort

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6.3.1.17. Heapsort Analysis

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   «  6.2. Sorting: Quadratic Sorts   ::   Contents   ::   7.1. Sorting: Limits to Sorting  »

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