Program Simplification in Genetic Programming for Object Classification
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{conf/kes/ZhangZS05,
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title = "Program Simplification in Genetic Programming for
Object Classification",
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author = "Mengjie Zhang and Yun Zhang and Will Smart",
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year = "2005",
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booktitle = "Knowledge-Based Intelligent Information and
Engineering Systems, 9th International Conference, KES
2005, Proceedings, Part III",
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editor = "Rajiv Khosla and Robert J. Howlett and
Lakhmi C. Jain",
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publisher = "Springer",
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series = "Lecture Notes in Computer Science",
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volume = "3683",
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pages = "988--996",
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address = "Melbourne, Australia",
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month = sep # " 14-16",
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bibdate = "2005-09-05",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/kes/kes2005-3.html#ZhangZS05",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-28896-1",
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DOI = "doi:10.1007/11553939_139",
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size = "9 page",
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abstract = "This paper describes a program simplification approach
in genetic programming (GP) to the use of simple
algebraic techniques, prime numbers and hashing
techniques for object classification problems. Rather
than manually simplifying genetic programs after
evolution for interpretation purpose only, this
approach automatically simplifies genetic programs
during the evolutionary process. This approach is
examined on four object classification problems of
increasing difficulty. The results suggest that the new
simplification approach is more efficient and more
effective than the basic GP approach without
simplification",
- }
Genetic Programming entries for
Mengjie Zhang
Yun Zhang
Will Smart
Citations