{[ promptMessage ]}

Bookmark it

{[ promptMessage ]}

search-sort - Searching and Sorting Searching An important...

Info icon This preview shows pages 1–2. Sign up to view the full content.

View Full Document Right Arrow Icon
Searching and Sorting Searching An important use of computers is for looking up data—how often have you turned on your computer just to “google” for something? The process of looking up data is called searching . Common examples would be to look up a person in the telephone book or to search for the meaning of a word in a dictionary. The efficiency of searching depends on whether the data being searched is sorted or not. When the input data list is not sorted, we have little choice but to do a linear sequential search , stepping through the list one-by-one until a match is found. This is what we have to do in the case of the telephone book when we search a person by his/her phone number. More interesting is the case of a sorted input list. We formulate the problem as follows: Problem of searching a sorted list: Given a list A with a non-decreasing sequence of integers and x , find the smallest index i such that A [ i ] x . If all elements of A are smaller than x , return A.size() . The definition is perhaps a bit more complicated than expected, since we also want to say precisely what should happen when the element x we are searching is not in the list. This is often important, for instance because we then want to insert it at this position, or because we want to find the nearest element in the list. Once again, the most elegant and clear solution to the problem of searching a sorted list is a recursive solution. We compare x with the middle element of the list A , and recursively search in the left half or the right half. This algorithm is called a binary search , since we are making a binary decision in every step. Here is code for recursive binary search. // Start from calling this method in the main method. int find(int x, List<Integer> A) { return find(x, A, 0, A.size() - 1); } // Precondition: A[k] < x for k < i and A[k] >= x for k > j. // Output is in {i, . . . j + 1} int find(int x, List<Integer> A, int i, int j) { if (j < i) return i; int mid = (i + j) / 2; if (A.get(mid) < x) return find(x, A, mid+1, j); else return find(x, A, i, mid-1); } Correctness Does this program really work? We use a precondition and an output condition to help us understand why this program is correct, where precondition means a condition or predicate that must always be true just prior to the execution of some section of code and an output condition means what the desirable output should be. Checking preconditions is similar to mathematical induction: the base case is to show that the precondition holds before the first recursive call, the inductive step is to show that the precondition is true in each recursive call. We can prove the correctness of the program above by showing that the precondition and output condition hold through this program. Base case: Before the first recursive call, i = 0 and j = A.size() - 1, which means that there is no k such that k < i or k > j , and so the precondition holds before the first call. Also, we can easily see that the output range will be { 0 , 1 , . . . , A.size() } , where A.size() as an output can happen when x is larger than all elements in the list.
Image of page 1

Info icon This preview has intentionally blurred sections. Sign up to view the full version.

View Full Document Right Arrow Icon
Image of page 2
This is the end of the preview. Sign up to access the rest of the document.

{[ snackBarMessage ]}

What students are saying

  • Left Quote Icon

    As a current student on this bumpy collegiate pathway, I stumbled upon Course Hero, where I can find study resources for nearly all my courses, get online help from tutors 24/7, and even share my old projects, papers, and lecture notes with other students.

    Student Picture

    Kiran Temple University Fox School of Business ‘17, Course Hero Intern

  • Left Quote Icon

    I cannot even describe how much Course Hero helped me this summer. It’s truly become something I can always rely on and help me. In the end, I was not only able to survive summer classes, but I was able to thrive thanks to Course Hero.

    Student Picture

    Dana University of Pennsylvania ‘17, Course Hero Intern

  • Left Quote Icon

    The ability to access any university’s resources through Course Hero proved invaluable in my case. I was behind on Tulane coursework and actually used UCLA’s materials to help me move forward and get everything together on time.

    Student Picture

    Jill Tulane University ‘16, Course Hero Intern