Matchmaker, matchmaker, make me a match: geometric, variational, and evolutionary implications of criteria for tag affinity
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @Article{Moreno:2023:GPEM,
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author = "Matthew Andres Moreno and Alexander Lalejini and
Charles Ofria",
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title = "Matchmaker, matchmaker, make me a match: geometric,
variational, and evolutionary implications of criteria
for tag affinity",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2023",
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volume = "24",
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pages = "Article number: 4",
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month = jun,
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note = "Online first",
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keywords = "genetic algorithms, genetic programming, Event-driven
genetic programming, Tag-based referencing,
Module-based genetic programming, Artificial gene
regulatory networks",
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ISSN = "1389-2576",
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URL = "https://rdcu.be/c8q7u",
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DOI = "doi:10.1007/s10710-023-09448-0",
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sup_url = "https://static-content.springer.com/esm/art%3A10.1007%2Fs10710-023-09448-0/MediaObjects/10710_2023_9448_MOESM1_ESM.pdf",
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code_url = "https://github.com/devosoft/Empirical",
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code_url = "https://github.com/amlalejini/Exploring-tag-matching-metrics-in-SignalGP/tree/1.0",
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code_url = "https://github.com/mmore500/tag-olympics/tree/v1.1.1",
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size = "42 pages",
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abstract = "Genetic programming and artificial life systems
commonly use tag matching to decide interactions
between system components. However, the implications of
criteria used to determine affinity between tags with
respect evolutionary dynamics have not been directly
studied. We investigate differences between
tag-matching criteria with respect to geometric
constraint and variation generated under mutation. In
experiments, we find that tag-matching criteria can
influence the rate of adaptive evolution and the
quality of evolved solutions. Better understanding of
the geometric, variational, and evolutionary properties
of tag-matching criteria will facilitate more effective
incorporation of tag matching into genetic programming
and artificial life systems. By showing that
tag-matching criteria influence connectivity patterns
and evolutionary dynamics, our findings also raise
fundamental questions about the properties of
tag-matching systems in nature.",
- }
Genetic Programming entries for
Matthew Andres Moreno
Alexander Lalejini
Charles Ofria
Citations