Sciweavers

EUROGP
2005
Springer

An Algorithmic Chemistry for Genetic Programming

13 years 9 months ago
An Algorithmic Chemistry for Genetic Programming
Abstract. Genetic Programming has been slow at realizing other programming paradigms than conventional, deterministic, sequential vonNeumann type algorithms. In this contribution we discuss a new method of execution of programs introduced recently: Algorithmic Chemistries. Therein, register machine instructions are executed in a non–deterministic order, following a probability distribution. Program behavior is thus highly dependent on frequency of instructions and connectivity between registers. Here we demonstrate the performance of GP on evolving solutions to a parity problem in a system of this type.
Christian Lasarczyk, Wolfgang Banzhaf
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where EUROGP
Authors Christian Lasarczyk, Wolfgang Banzhaf
Comments (0)