DOM/XML-Based Portable Genetic Representation of Morphology, Behavior and Communication Abilities of Evolvable Agents
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- @InProceedings{Tanev:2003:AROB,
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author = "Ivan Tanev",
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title = "DOM/XML-Based Portable Genetic Representation of
Morphology, Behavior and Communication Abilities of
Evolvable Agents",
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booktitle = "Proceedings of the 8th International Symposium on
Artificial Life and Robotics (AROB-03)",
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year = "2003",
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pages = "185--188",
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keywords = "genetic algorithms, genetic programming, XPG",
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URL = "http://rnavi.ndl.go.jp/mokuji_html/000004184726.html",
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abstract = "the role of genetic representation in facilitating
quick design of efficiently running offline learning
via genetic programming (GP). An approach of using the
widely adopted DOM/XML standard for representation of
genetic programs and off-the-shelf DOM-parsers with
build-in API for manipulating them is proposed. The
approach features significant reduction of time
consumption of usually slow software engineering of GP
and offers a generic way to facilitate the reduction of
computational effort by limitation of search space of
genetic programming via handling of only semantically
correct genetic programs. The concept is accomplished
through strongly typed genetic programming (STGP), in
which the use of W3C-recommended standard XML schema is
proposed as a generic way to represent and impose the
grammar rules in STGP. The ideas laid in the foundation
of the proposed approach are verified on the
implementation of GP for evolving social behaviour of
agents in predator prey pursuit problem.",
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notes = "See also \cite{tanev:2004:ALR}",
- }
Genetic Programming entries for
Ivan T Tanev
Citations