Premature convergence happens when an algorithm gets stuck in a suboptimal solution because it has lost diversity in its population. Here are strategies to avoid it:
Maintain Population Diversity:
Diversity ensures that the population doesn’t become too similar, which helps explore various parts of the solution space. Using techniques like mutation and diverse initialization can h... https://generativeaimasters.in