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A Genetic Programming Problem Definition Language Code Generator for the EpochX Framework

Leroux, Claris, Otero, Fernando E.B., Johnson, Colin G. (2014) A Genetic Programming Problem Definition Language Code Generator for the EpochX Framework. In: 16th International Conference on Genetic and Evolutionary Computation Companion (GECCO’14 Companion). GECCO Genetic and Evolutionary Computation Conference . pp. 1149-1154. ACM, New York, USA ISBN 978-1-4503-2881-4. (doi:10.1145/2598394.2605691)

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Abstract

There are many different genetic programming (GP) frameworks that can be used to implement algorithms to solve a particular optimization problem. In order to use a framework, users need to become familiar with a large numbers of source code before actually implementing the algorithm, adding a learning overhead. In some cases, this can prevent users from trying out different frameworks. This paper discusses the implementation of a code generator in the EpochX framework to facilitate the implementation of GP algorithms. The code generator is based on the GP defini- tion language (GPDL), which is a framework-independent language that can be used to specify GP problems.

Item Type: Conference or workshop item (Paper)
DOI/Identification number: 10.1145/2598394.2605691
Subjects: Q Science > Q Science (General) > Q335 Artificial intelligence
Divisions: Faculties > Sciences > School of Computing > Computational Intelligence Group
Faculties > Sciences > School of Computing > Data Science
Depositing User: Fernando Otero
Date Deposited: 07 Aug 2014 19:37 UTC
Last Modified: 13 Oct 2019 00:15 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/42143 (The current URI for this page, for reference purposes)
Otero, Fernando E.B.: https://orcid.org/0000-0003-2172-297X
Johnson, Colin G.: https://orcid.org/0000-0002-9236-6581
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