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

Affiliation: Loughborough University, United Kingdom

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.

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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 (IJCCI 2012) - ECTA; ISBN 978-989-8565-33-4; ISSN 2184-3236, SciTePress, 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 (IJCCI 2012) - ECTA},
year={2012},
pages={214-219},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004155502140219},
isbn={978-989-8565-33-4},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012) - ECTA
TI - An Evolution of a Complete Program using XML-based Grammar Definition
SN - 978-989-8565-33-4
IS - 2184-3236
AU - Zainah Siau, N.
AU - J. Hinde, C.
AU - G. Stone, R.
PY - 2012
SP - 214
EP - 219
DO - 10.5220/0004155502140219
PB - SciTePress