On the utility of the multimodal problem generator for assessing the performance of Evolutionary Algorithms

Fernando G. Lobo, Claudio F. Lima

This paper looks in detail at how an evolutionary algorithm attempts to solve instances from the multimodal problem generator. The paper shows that in order to consistently reach t…