Searching: linear and binary
Handout
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Two ways to search
- Searching means finding where a value is in an array (or saying it is not there).
- Linear search checks every item one by one. It works on any array.
- Binary search is much faster but needs the array to be sorted first.
Linear search
- Walk from index
0ton - 1, comparing each item to the target. - Return the index the moment you find it. If you reach the end, return
-1. - For an array of
nitems, this looks at up tonof them.
Why sorting enables binary search
- If the array is sorted, you can jump to the middle and compare.
- If the middle is too small, the target must be in the right half; if too big, the left half.
- Each step throws away half the array, so it is very fast (about
log2(n)steps).
low, high, mid
- Keep two bounds:
low(start) andhigh(end). The middle ismid = low + (high - low) / 2. - If
a[mid]is the target, returnmid. Ifa[mid] < target, movelow = mid + 1; elsehigh = mid - 1. - Stop when
low > high— the target is not there, so return-1.
#include <stdio.h>
int main(void) {
int a[] = {1, 3, 5, 7, 9}; // sorted!
int target = 7, lo = 0, hi = 4, found = -1;
while (lo <= hi) {
int mid = lo + (hi - lo) / 2;
if (a[mid] == target) { found = mid; break; }
if (a[mid] < target) lo = mid + 1;
else hi = mid - 1;
}
printf("%d\n", found); // 3
return 0;
}
Now you try
- For binary search, assume the array is already sorted. Use
low,high, andmid. - Return
-1when the value is not found. Do not write amain— the checker provides one.
Complete int linear_search(const int a[], int n, int target) so it returns the index of the first target, or -1 if it is not in the array. Do not write a main.
Click Run to see the output here.
Complete int binary_search(const int a[], int n, int target) for a sorted array. Return the index of target, or -1. Use low, high, and mid. Do not write a main.
Click Run to see the output here.
Complete int first_negative(const int a[], int n) so it returns the index of the first item less than 0, or -1 if there is none. Do not write a main.
Click Run to see the output here.