Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing

Self Modifying CGP (SMCGP) is a developmental form of Cartesian Genetic Programming(CGP). It is able to modify its own phenotype during execution of the evolved program. This is done by the inclusion of modification operators in the function set. Here we present the use of the technique on several different sequence generation and regression problems. Key words: Genetic programming, developmental systems

• Type: Conference
• Year: 2009
• Where: EUROGP
• Authors: Simon Harding, Julian Francis Miller, Wolfgang Banzhaf
• Keywords: Artificial Intelligence, Developmental Form, Different Sequence Generation, EUROGP 2009, Evolved Program