Stagnation in Evolutionary Algorithms: Convergence $\ne$ Optimality

Xiaojun Zhou

In the evolutionary computation community, it is widely believed that stagnation impedes convergence in evolutionary algorithms, and that convergence inherently indicates optimalit…