Title :
Using context blocks to implement Node-attached Modules in genetic programming
Author :
Gregor, Matthias ; Spalek, Juraj
Author_Institution :
Dept. of Control & Inf. Syst., Univ. of Zilina, Zilina, Slovakia
Abstract :
The paper presents extensions to the standard version of genetic programming. Concepts concerning contexts and context blocks as well as their possible applications are discussed. It is shown how these concepts can be utilized to implement a novel approach to modular genetic programming based on modules stored with the abstract syntax tree, but also attached to nodes that call them (Node-attached Modules with Ancestry Tracking). It is shown that such approach performs favourably.
Keywords :
genetic algorithms; trees (mathematics); abstract syntax tree; context blocks; modular genetic programming; node-attached modules with ancestry tracking; Abstracts; Artificial intelligence; Conferences; Context; Genetic programming; Libraries; Standards; context blocks; evolution; genetic programming; modularity;
Conference_Titel :
Intelligent Engineering Systems (INES), 2013 IEEE 17th International Conference on
Conference_Location :
San Jose
Print_ISBN :
978-1-4799-0828-8
DOI :
10.1109/INES.2013.6632833
