loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Nor Zainah Siau ; Christopher J. Hinde and Roger G. Stone

Affiliation: Loughborough University, United Kingdom

ISBN: 978-989-8565-33-4

Keyword(s): Genetic Programming, XML-based Grammar Definition, Complete Program Evolution.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: XML technology is a technique to describe structured data that can be manipulated by different types of applications, especially to represent content on the Web. This paper presents a viable approach to automatically evolve a ‘sorting program’ by applying genetic programming and full syntax XML-based grammar definition to map the genotype to phenotype. The genotypes are composed of fixed-length blocks of genes that are made up of a series of integer values. The paper reports that our approach improves the structure of the grammar used in the mapping process, which guarantees that the generated program follows the correct syntax with no repair function, in comparison to earlier work. This allows more structured programs than earlier systems.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.229.131.116

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Zainah Siau, N.; J. Hinde, C. and G. Stone, R. (2012). An Evolution of a Complete Program using XML-based Grammar Definition.In Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2012) ISBN 978-989-8565-33-4, pages 214-219. DOI: 10.5220/0004155502140219

@conference{ecta12,
author={Nor Zainah Siau. and Christopher J. Hinde. and Roger G. Stone.},
title={An Evolution of a Complete Program using XML-based Grammar Definition},
booktitle={Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2012)},
year={2012},
pages={214-219},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004155502140219},
isbn={978-989-8565-33-4},
}

TY - CONF

JO - Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2012)
TI - An Evolution of a Complete Program using XML-based Grammar Definition
SN - 978-989-8565-33-4
AU - Zainah Siau, N.
AU - J. Hinde, C.
AU - G. Stone, R.
PY - 2012
SP - 214
EP - 219
DO - 10.5220/0004155502140219

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.