To repopulate the subsequent generations, the first step is to select two parents from the previous generation. A known problem of GAs is "premature convergence", or having a population dominated by one type of solution . This can prevent the GA from discovering the global best candidate by getting stuck in a local extremum. Thus, this operation is crucial for maintaining diversity and allowing for rapid convergence with highly fit individuals.