By sick, you mean can it become bias to a subspace in the solution space, if so you would "cure" it by re-defining your fitness function to not get "stuck", or

By sick, you mean can it become bias to a subspace in the solution space, if so you would "cure" it by re-defining your fitness function to not get "stuck", or fooled by a local maxima.