A model describing convergence of genetic algorithms has been developed on the basis of homomorphisms of fuzzy sets. This model is based on theorems on Banach Lattices and Positive Operators. The use of fuzzy logic to dynamically control genetic algorithm parameters in the VLSI physical layout domain is being investigated.