What are the problems with genetic algorithms?

Question

Mathematics

Hello!
I am aware of three problems arising during the operation of genetic algorithms:
1. Degeneration of the population.
2. Striving for a local optimum.
3. Controversial points.
Are there any other problems that arise during the operation of the genetic algorithm?

Answer 1

3 = Convergence to an arbitrary point.
4. Poor convergence.
5. It is not possible to come up with a high-quality crossing-over procedure (its task is to maintain the diversity of the population).