A study on graph representations for genetic programming

LFDP Sotto, P Kaufmann, T Atkinson… - Proceedings of the …, 2020 - dl.acm.org
Graph representations promise several desirable properties for Genetic Programming (GP);
multiple-output programs, natural representations of code reuse and, in many cases, an …

An analysis of the influence of noneffective instructions in linear genetic programming

LFDP Sotto, F Rothlauf, VV de Melo… - Evolutionary …, 2022 - direct.mit.edu
Abstract Linear Genetic Programming (LGP) represents programs as sequences of
instructions and has a Directed Acyclic Graph (DAG) dataflow. The results of instructions are …

Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling

Z Huang, Y Mei, F Zhang, M Zhang… - Genetic Programming and …, 2024 - Springer
Linear genetic programming (LGP) is a genetic programming paradigm based on a linear
sequence of instructions being executed. An LGP individual can be decoded into a directed …