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Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/10749

Title: An evolution of a complete program using XML-based grammar definition
Authors: Siau, Nor Zainah
Hinde, Chris J.
Stone, R.G.
Keywords: Genetic programming
XML-based grammar definition
Complete program evolution
Issue Date: 2012
Publisher: Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Citation: SIAU, N.Z., HINDE, C.J. and STONE, R.G., 2012. An evolution of a complete program using XML-based grammar definition. 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 6-7 October 2012, pp. 214-219.
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.
Version: Accepted for publication
URI: https://dspace.lboro.ac.uk/2134/10749
Publisher Link: http://www.ijcci.org/?y=2012
Appears in Collections:Conference Papers and Presentations (Computer Science)

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