Reusing Code in Genetic Programming

Abstract. In this paper we propose an approach to Genetic Programming based on code reuse and we test it in the design of combinational logic circuits at the gate-level. The circuits evolved by our algorithm are compared with circuits produced by human designers, by Particle Swarm Optimization, by an n-cardinality GA and by Cartesian Genetic Programming.

• Type: Conference
• Year: 2004
• Where: EUROGP
• Authors: Edgar Galván López, Riccardo Poli, Carlos A. Coello Coello
• Keywords: Cartesian Genetic Programming, Combinational Logic Circuits, EUROGP 2004, Genetic Programming