Choosing genetic algorithm population size as function of input size

Is it true that the population size in genetic algorithm can be a function of chromosome size? i.e. the more genes the chromosome has, the more chromosomes I need to have (to have more variety in generation)?

Other than that, what functional dependencies can exist between population size and input?