An Encoding Scheme for Generating lambda-Expressions in Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7975
- @InProceedings{tominaga:2003:gecco,
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author = "Kazuto Tominaga and Tomoya Suzuki and Kazuhiro Oka",
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title = "An Encoding Scheme for Generating lambda-Expressions
in Genetic Programming",
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booktitle = "Genetic and Evolutionary Computation -- GECCO-2003",
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editor = "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and
D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and
R. Standish and G. Kendall and S. Wilson and
M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and
A. C. Schultz and K. Dowsland and N. Jonoska and
J. Miller",
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year = "2003",
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pages = "1814--1815",
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address = "Chicago",
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publisher_address = "Berlin",
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month = "12-16 " # jul,
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volume = "2724",
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series = "LNCS",
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ISBN = "3-540-40603-4",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming, poster",
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URL = "https://rdcu.be/dqNGr",
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DOI = "doi:10.1007/3-540-45110-2_78",
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size = "2 pages",
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abstract = "To apply genetic programming (GP) to evolve
-expressions, we devised an encoding scheme that
encodes -expressions into trees. This encoding has
closure property, i.e., any combination of terminal and
non-terminal symbols forms a valid -expression. We
applied this encoding to a simple symbolic regression
problem over Church numerals and the objective function
was successfully obtained. This encoding scheme will
provide a good foothold for exploring fundamental
properties of GP by making use of lambda-calculus.",
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notes = "GECCO-2003. A joint meeting of the twelfth
International Conference on Genetic Algorithms
(ICGA-2003) and the eighth Annual Genetic Programming
Conference (GP-2003)",
- }
Genetic Programming entries for
Kazuto Tominaga
Tomoya Suzuki
Kazuhiro Oka
Citations