Question

What happens if the same value is always used for generating random numbers?

Answer 1

Using the same value for generating random numbers can lead to biased and predictable outcomes, resulting in incorrect statistical analyses and unreliable results.

Step-by-step explanation:

Using the same value to generate random numbers can lead to biased and predictable outcomes. When generating random numbers, it is important that each value is truly random and independent of the previous values. If the same value is always used, the sequence of numbers generated will repeat and the randomness is lost.

For example, if the random number generator always produces the value 5, then any subsequent random numbers will also be 5. This can lead to incorrect statistical analyses and unreliable results.

To ensure randomness in generating random numbers, it is recommended to use reliable and well-tested random number generators that provide truly random and independent values.

Answer 2

If the same value is always used for generating random numbers (seed value), it leads to deterministic behavior, and the sequence of random numbers will be the same each time. This is useful for reproducibility but may not provide true randomness in some contexts.