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) (KAR id:42143)
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| Official URL: http://dx.doi.org/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) |
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| DOI/Identification number: | 10.1145/2598394.2605691 |
| Subjects: | Q Science > Q Science (General) > Q335 Artificial intelligence |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
| Depositing User: | Fernando Otero |
| Date Deposited: | 07 Aug 2014 19:37 UTC |
| Last Modified: | 09 Dec 2022 06:33 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/42143 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Otero, Fernando E.B..
| Creator's ORCID: |
 https://orcid.org/0000-0003-2172-297X
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| CReDIT Contributor Roles: |
Johnson, Colin G..
| Creator's ORCID: |
https://orcid.org/0000-0002-9236-6581
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| CReDIT Contributor Roles: |
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