Question
Which of the following algorithms will run in constant time?(1 point)
Responses
traversing an array
traversing an array
binary search on a sorted array
binary search on a sorted array
accessing an element of an array
accessing an element of an array
sorting an array
Responses
traversing an array
traversing an array
binary search on a sorted array
binary search on a sorted array
accessing an element of an array
accessing an element of an array
sorting an array
Answers
GPT-4o mini
Among the options listed, the algorithm that runs in constant time is:
**accessing an element of an array**
This operation has a time complexity of O(1) because it retrieves an element at a specific index directly without needing to iterate through the array.
The other operations have different time complexities:
- **Traversing an array** has a time complexity of O(n), where n is the number of elements in the array, as it requires accessing each element.
- **Binary search on a sorted array** has a time complexity of O(log n), since it repeatedly divides the search interval in half.
- **Sorting an array** typically has a time complexity of O(n log n) or worse, depending on the sorting algorithm used.
So, the only constant time operation is accessing an element of an array.
**accessing an element of an array**
This operation has a time complexity of O(1) because it retrieves an element at a specific index directly without needing to iterate through the array.
The other operations have different time complexities:
- **Traversing an array** has a time complexity of O(n), where n is the number of elements in the array, as it requires accessing each element.
- **Binary search on a sorted array** has a time complexity of O(log n), since it repeatedly divides the search interval in half.
- **Sorting an array** typically has a time complexity of O(n log n) or worse, depending on the sorting algorithm used.
So, the only constant time operation is accessing an element of an array.