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Authors: Daniela Xhemali ; Christopher J. Hinde and Roger G. Stone

Affiliation: Loughborough University, United Kingdom

ISBN: 978-989-8425-31-7

Keyword(s): Genetic programming, Genotype-phenotype mapping, XML, Regular expressions, Software programs.

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

Abstract: This paper presents an adaptable genetic evolutionary system, which includes an innovative approach to mapping genotypes to phenotypes through XML rules. The evolutionary system was originally created to evolve Regular Expressions (REs) to automate the extraction of web information. However, the system has been adapted to work with a completely different domain – Complete Software Programs – to demonstrate the flexibility of this approach. Specifically, the paper concentrates on the evolution of ‘Sorting’ programs. Experiments show that our evolutionary system is successful and can be adapted to work for challenging domains with minimum effort.

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Paper citation in several formats:
Xhemali, D.; Hinde, C. and Stone, R. (2010). GENETIC EVOLUTION OF ‘SORTING’ PROGRAMS THROUGH A NOVEL GENOTYPE-PHENOTYPE MAPPING .In Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010) ISBN 978-989-8425-31-7, pages 190-198. DOI: 10.5220/0003078401900198

@conference{icec10,
author={Daniela Xhemali. and Christopher J. Hinde. and Roger G. Stone.},
title={GENETIC EVOLUTION OF ‘SORTING’ PROGRAMS THROUGH A NOVEL GENOTYPE-PHENOTYPE MAPPING },
booktitle={Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010)},
year={2010},
pages={190-198},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003078401900198},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010)
TI - GENETIC EVOLUTION OF ‘SORTING’ PROGRAMS THROUGH A NOVEL GENOTYPE-PHENOTYPE MAPPING
SN - 978-989-8425-31-7
AU - Xhemali, D.
AU - Hinde, C.
AU - Stone, R.
PY - 2010
SP - 190
EP - 198
DO - 10.5220/0003078401900198

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