Question

If run multiple times using an identical starting (initial) solution, the Evolutionary algorithm should always come up with the same optimal solution.

a) True
b) False

Answer 1

The statement is false. In an Evolutionary algorithm, the starting (initial) solution is typically randomly generated. However, the algorithm uses probabilistic methods to search for an optimal solution. Therefore, running the algorithm multiple times with the same starting solution may lead to different optimal solutions due to the randomness involved.

Step-by-step explanation:

False

The statement is false. In an Evolutionary algorithm, the starting (initial) solution is typically randomly generated. However, the algorithm uses probabilistic methods to search for an optimal solution. Therefore, running the algorithm multiple times with the same starting solution may lead to different optimal solutions due to the randomness involved.