there are multiple local optima the objective function is not smooth (so derivative methods can not be applied) the number of parameters is very large the objective function is noisy or stochastic
there are multiple local optimathe objective function is not smooth (so derivative methods can not be applied)the number of parameters is very largethe objective function is noisy or stochastic