Control structures in linear and stack-based Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{tchernev:2004:lbp,

• author = "Elko B. Tchernev and Dhananjay S. Phatak",
• title = "Control structures in linear and stack-based Genetic Programming",
• booktitle = "Late Breaking Papers at the 2004 Genetic and Evolutionary Computation Conference",
• year = "2004",
• editor = "Maarten Keijzer",
• address = "Seattle, Washington, USA",
• month = "26 " # jul,
• keywords = "genetic algorithms, genetic programming",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2004/LBP041.pdf",
• abstract = "Genetic Programming, or GP, has traditionally used prefix trees for representation and reproduction, with implicit flow control. The different clauses (the evaluation condition, the if and else sections, etc.) are all subtrees of the flow-control node. Linear and stack-based representations, however, require explicit nodes to define the extent of the control structures. This paper introduces a stack-based technique for correct control structure creation and crossover, and discusses its implementation issues in linear and stack-based GP. A set of flow-control nodes is presented, and examples given for evolving an artificial ant on the Santa Fe and Los Altos Trails, with and without looping constructs.",
• notes = "Part of \cite{keijzer:2004:GECCO:lbp}",

}

Genetic Programming entries for Elko Tchernev Dhananjay S Phatak

Citations