International Journal of Innovative Science and Modern Engineering (IJISME)
With the increasing demand for high quality, more efficient design of logic circuits, the problem of circuit design has become a multi-objective optimization problem. Therefore, there should evolve new methodologies for designing logic circuits. Usually, logic circuits are designed by human beings who have a specific repertoire of conventional design techniques. These techniques limit the solutions that may be considered during the design process in both form and quality. The application of evolutionary algorithms has allowed the creation of circuits which are substantially superior to the best known human designs.