Evolving Structured Programs with Hierarchical Instructions and Skip Nodes
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{salustowicz:1998:ICML,
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author = "Rafal Salustowicz and Juergen Schmidhuber",
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title = "Evolving Structured Programs with Hierarchical
Instructions and Skip Nodes",
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booktitle = "Proceedings of the Fifteenth International Conference
on Machine Learning, ICML'98",
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year = "1998",
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editor = "Jude Shavlik",
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pages = "488--496",
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address = "Madison, Wisconsin, USA",
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month = jul,
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publisher = "Morgan Kaufmann",
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keywords = "genetic algorithms, genetic programming, Probabilistic
Incremental Program Evolution, Structured Programs,
Hierarchical Programs, Non-Coding Segments",
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ISBN = "1-55860-556-8",
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URL = "ftp://ftp.idsia.ch/pub/juergen/ICML98_H-PIPE.ps.gz",
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URL = "http://citeseer.ist.psu.edu/salustowicz98evolving.html",
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size = "pages",
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abstract = "To evolve structured programs we introduce H-PIPE, a
hierarchical extension of Probabilistic Incremental
Program Evolution (PIPE - Salustowicz and Schmidhuber,
1997). Structure is induced by {"}hierarchical
instructions{"} (HIs) limited to top-level, structuring
program parts. {"}Skip nodes{"} (SNs) allow for
switching program parts on and off. They facilitate
synthesis of certain structured programs. In our
experiments H-PIPE outperforms PIPE: structural bias
can speed up program synthesis.",
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notes = "ICML'98 http://www.cs.wisc.edu/icml98/ See also
\cite{Salustowicz:1998:hpipeTR}",
- }
Genetic Programming entries for
Rafal Salustowicz
Jurgen Schmidhuber
Citations