Data Structures Questions
The main difference between linear search and binary search is the way they search for a target element in a given list or array.
Linear search:
- Linear search is a simple search algorithm that sequentially checks each element in the list until the target element is found or the end of the list is reached.
- It starts searching from the beginning of the list and compares each element with the target element.
- Linear search is suitable for small lists or unsorted arrays.
- The time complexity of linear search is O(n), where n is the number of elements in the list.
Binary search:
- Binary search is a more efficient search algorithm that works on sorted lists or arrays.
- It starts by comparing the target element with the middle element of the list.
- If the target element is equal to the middle element, the search is successful.
- If the target element is smaller, the search continues on the left half of the list; if it is larger, the search continues on the right half.
- This process is repeated until the target element is found or the search range becomes empty.
- Binary search is suitable for large lists or sorted arrays.
- The time complexity of binary search is O(log n), where n is the number of elements in the list.