Removal Bias: a New Cause of Code Growth in Tree Based Evolutionary Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{soule:1998:rbias,
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author = "Terence Soule and James A. Foster",
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title = "Removal Bias: a New Cause of Code Growth in Tree Based
Evolutionary Programming",
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booktitle = "1998 IEEE International Conference on Evolutionary
Computation",
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year = "1998",
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pages = "781--786",
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address = "Anchorage, Alaska, USA",
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month = "5-9 " # may,
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organisation = "IEEE",
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publisher = "IEEE Press",
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keywords = "genetic algorithms, genetic programming, parsimony,
removal bias, Code growth, variable length
representations, code bloat, fitness-neutral code,
genetic programming, inviable code, nondestructive
crossover, protective value, subtree mutation,
tree-based evolutionary programming, variable-length
representations, variable-sized code section
replacement, mathematical operators, programming
theory, trees (mathematics), variable length codes",
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ISBN = "0-7803-4869-9",
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file = "c136.pdf",
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URL = "http://citeseer.ist.psu.edu/313655.html",
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broken = "https://www.researchgate.net/profile/James-Foster-21/publication/3755995_Removal_bias_A_new_cause_of_code_growth_in_tree_based_evolutionary_programming/links/09e4150a28f8da15d8000000/Removal-bias-A-new-cause-of-code-growth-in-tree-based-evolutionary-programming.pdf",
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URL = "https://www.researchgate.net/soule_1998_rbias.pdf",
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DOI = "doi:10.1109/ICEC.1998.700151",
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size = "6 pages",
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abstract = "This paper presents a new cause of code growth, termed
removal bias. We show that growth due to removal bias
can be expected to occur whenever operations which
remove and replace a variable sized section of code,
e.g. crossover or subtree mutation, are used in an
evolutionary paradigm. Two forms of non-destructive
crossover are used to examine the causes of code
growth. Results support the protective value of
inviable code and removal bias as two distinct causes
of code growth. Both causes of code growth are shown to
exist in at least two different problems.",
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notes = "ICEC-98 Held In Conjunction With WCCI-98 --- 1998 IEEE
World Congress on Computational Intelligence",
- }
Genetic Programming entries for
Terence Soule
James A Foster
Citations