GP and Bloat: Absorbing boundaries and spatial structures
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{Whigham:2006:ASPGP,
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title = "GP and Bloat: Absorbing boundaries and spatial
structures",
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author = "Peter A. Whigham and G. Dick",
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booktitle = "Proceedings of the Third Asian-Pacific workshop on
Genetic Programming",
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year = "2006",
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editor = "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
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pages = "1--12",
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ISSN = "18590209",
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address = "Military Technical Academy, Hanoi, VietNam",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://gpbib.cs.ucl.ac.uk/aspgp06/Whigham_bloat.pdf",
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size = "12 pages",
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abstract = "examines the behaviour of bloat for GP tree structures
using three different topologies: a panmictic, ring and
star structure. Initially genetic drift is examined and
the results showing the influence of a lower absorbing
boundary are examined for each space. A simple
selection model is then applied and analysed for bloat.
A conjecture regarding the influence of inbreeding, due
to spatial structure, is presented as one mechanism for
bloat reduction. The paper shows that
spatially-structured GP results in a tradeoff between
convergence, diversity and the size of individuals.",
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notes = "broken march 2020 http://www.aspgp.org",
- }
Genetic Programming entries for
Peter Alexander Whigham
Grant Dick
Citations