Using the standard algorithm, what is the time required to determine t...
It takes not more than n/2 comparison to check whether the given number n is prime or not.
View all questions of this testUsing the standard algorithm, what is the time required to determine t...
Determining whether a number is prime using the standard algorithm requires linear time.
Explanation:
1. What is the standard algorithm to determine if a number is prime?
The standard algorithm to determine if a number is prime involves checking if the number is divisible by any integer from 2 up to the square root of the number. If the number is divisible by any of these integers, then it is not prime. Otherwise, it is prime.
2. Why is the time required to determine if a number is prime linear?
The time required to determine if a number is prime using the standard algorithm is linear because the algorithm checks each integer from 2 up to the square root of the number.
Here's why the time complexity is linear:
- The algorithm checks each integer from 2 up to the square root of the number.
- The number of iterations is directly proportional to the square root of the number.
- As the number grows, the number of iterations also grows, but at a slower rate.
- The time complexity can be represented as O(sqrt(n)), where n is the number to be checked.
3. Illustration:
Let's consider an example to illustrate the linear time complexity of the standard algorithm.
Suppose we want to determine if the number 97 is prime.
- The algorithm checks each integer from 2 up to the square root of 97, which is approximately 9.85.
- The algorithm checks the divisibility of 97 by the integers 2, 3, 4, 5, 6, 7, 8, and 9.
- Since 97 is not divisible by any of these integers, it is determined to be prime.
- In this case, the algorithm performs 8 iterations to determine the primality of the number 97.
- As the number grows, the number of iterations required by the algorithm also increases, but at a slower rate.
This example demonstrates that the time required to determine if a number is prime using the standard algorithm is linear, as the number of iterations is directly proportional to the square root of the number.
Therefore, the correct answer is option 'D' - Linear time.