Evolutionary algorithm for state encoding

This paper presents an encoding technique that is common for many different logic synthesis problems. It enables us to construct a system of Boolean functions, and then to decompose this system into sub-systems in such a way that a dependency of functions, included into each sub-system, on the respective arguments is reduced. For complex applications such type of encoding has a high computational complexity and the paper proposes a novel evolutionary algorithm for the solution of this problem IFIP International Conference on Artificial Intelligence in Theory and Practice - Evolutionary Computation Red de Universidades con Carreras en Informática (RedUNCI)