Tree-Based Grammatical Evolution with Non-Encoding Nodes
Created by W.Langdon from
gp-bibliography.bib Revision:1.7325
- @InProceedings{de-la-cruz-lopez:2023:GECCOcomp,
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author = "Marina {de la Cruz Lopez} and Oscar Garnica and
J. Ignacio Hidalgo",
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title = "{Tree-Based} Grammatical Evolution with {Non-Encoding}
Nodes",
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booktitle = "Proceedings of the 2023 Genetic and Evolutionary
Computation Conference",
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year = "2023",
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editor = "Justyna Petke and Aniko Ekart",
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pages = "63--64",
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address = "Lisbon, Portugal",
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series = "GECCO '23",
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month = "15-19 " # jul,
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organisation = "SIGEVO",
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publisher = "Association for Computing Machinery",
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publisher_address = "New York, NY, USA",
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keywords = "genetic algorithms, genetic programming, grammatical
evolution, grammars, grammar-based genetic
programming",
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isbn13 = "9798400701191",
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DOI = "
doi:10.1145/3583133.3596944",
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size = "2 pages",
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abstract = "Grammar-guided genetic programming is a type of
genetic programming that uses a grammar to restrict the
solutions in the exploration of the search space.
Different representations of grammar-guided genetic
programming exist, each with specific properties that
affect how the evolutionary process is developed. We
propose a new representation that uses a tree structure
with non-encoding nodes for the individuals in the
population, a.k.a. Tree-Based Grammatical Evolution
with Non-Encoding Nodes. Each tree's node has a set of
children nodes and an associated number that determines
which are used in decoding the solution and which are
non-encoding nodes. This representation increases the
size and complexity of the individuals while performing
a more exhaustive exploration of the solution space. We
compare the performance of our proposal with
state-of-the-art genetic programming algorithms for the
11-multiplexer benchmark, showing encouraging
results.",
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notes = "GECCO-2023 A Recombination of the 32nd International
Conference on Genetic Algorithms (ICGA) and the 28th
Annual Genetic Programming Conference (GP)",
- }
Genetic Programming entries for
Marina Miguel De la Cruz Lopez
Oscar Garnica
Jose Ignacio Hidalgo Perez
Citations