Parallel Linear Genetic Programming

Download PDF
Open Webpage

Carlton Downey, Mengjie Zhang

Published: 2011, Last Modified: 02 Oct 2024EuroGP 2011EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Motivated by biological inspiration and the issue of code disruption, we develop a new form of LGP called Parallel LGP (PLGP). PLGP programs consist of n lists of instructions. These lists are executed in parallel, after which the resulting vectors are combined to produce program output. PGLP limits the disruptive effects of crossover and mutation, which allows PLGP to significantly outperform regular LGP.