Data Structures Using C++1 Search Algorithms Sequential Search (Linear Search) Binary Search.

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Presentation transcript:

Data Structures Using C++1 Search Algorithms Sequential Search (Linear Search) Binary Search

Data Structures Using C++2 Sequential Search O (n) A sequential search of a list/array begins at the beginning of the list/array and continues until the item is found or the entire list/array has been searched

Data Structures Using C++3 Sequential Search bool LinSearch(double x[ ], int n, double item){ for(int i=0;i<n;i++){ if(x[i]==item) return true; else return false; } return false; }

Data Structures Using C++4 Search Algorithms Suppose that there are n elements in the array. The following expression gives the average number of comparisons: It is known that Therefore, the following expression gives the average number of comparisons made by the sequential search in the successful case:

Data Structures Using C++5 Search Algorithms

Data Structures Using C++6 Binary Search O(log2 n) A binary search looks for an item in a list using a divide-and- conquer strategy

Data Structures Using C++7 Binary Search – Binary search algorithm assumes that the items in the array being searched are sorted – The algorithm begins at the middle of the array in a binary search – If the item for which we are searching is less than the item in the middle, we know that the item won’t be in the second half of the array – Once again we examine the “middle” element – The process continues with each comparison cutting in half the portion of the array where the item might be

Data Structures Using C++8 Binary Search

Data Structures Using C++9 Binary Search: middle element left + right 2 mid =

Data Structures Using C++10 Binary Search bool BinSearch(double list[ ], int n, double item, int&index){ int left=0; int right=n-1; int mid; while(left<=right){ mid=(left+right)/2; if(item> list [mid]){ left=mid+1; } else if(item< list [mid]){right=mid-1;} else{ item= list [mid]; index=mid; return true; } }// while return false; }

Data Structures Using C++11 Binary Search: Example

Data Structures Using C++12 Binary Search

Data Structures Using C++13 Binary Search

Data Structures Using C++14 Binary Search Tree

Data Structures Using C++15 Binary Search Tree O(log2 n) bool search(Node * root, int id) { bool found = false; if(root == NULL) return false; if(root->data == id) { cout<<" The node is found "<<endl; found = true; } if(!found) found = search(root->left, id); if(!found) found = search(root->right, id); return found; }

Data Structures Using C++16 Binary Search Tree

Data Structures Using C++17 Binary Search Tree

Data Structures Using C++18 Binary Search Tree