Genetic Programming for Design Grammar Rule Induction
Created by W.Langdon from
gp-bibliography.bib Revision:1.8051
- @InProceedings{conf/ruleml/EichhoffR15,
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author = "Julian R. Eichhoff and Dieter Roller",
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title = "Genetic Programming for Design Grammar Rule
Induction",
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bibdate = "2015-09-04",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/ruleml/ruleml2015c.html#EichhoffR15",
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booktitle = "Proceedings of the Rule{ML} 2015 Challenge, the
Special Track on Rule-based Recommender Systems for the
Web of Data, the Special Industry Track and the
Rule{ML} 2015 Doctoral Consortium hosted by the 9th
International Web Rule Symposium (Rule{ML} 2015),
Berlin, Germany, August 2-5, 2015",
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publisher = "CEUR-WS.org",
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year = "2015",
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volume = "1417",
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editor = "Nick Bassiliades and Paul Fodor and Adrian Giurca and
Georg Gottlob and Tomas Kliegr and
Grzegorz J. Nalepa and Monica Palmirani and Adrian Paschke and
Mark Proctor and Dumitru Roman and Fariba Sadri and
Nenad Stojanovic",
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series = "CEUR Workshop Proceedings",
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keywords = "genetic algorithms, genetic programming, Rule
Induction, Graph Grammar, Machine Learning, Design
Graph, Functional Decomposition",
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URL = "
http://ceur-ws.org/Vol-1417",
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URL = "http://nbn-resolving.de/urn:nbn:de:0074-1417-1",
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URL = "
http://ceur-ws.org/Vol-1417/paper3.pdf",
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size = "8 pages",
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abstract = "The knowledge engineering effort associated with
defining grammar systems can become a barrier for the
practical use of such systems. Existing grammar and
rule induction algorithms offer rather limited support
for discovering context-sensitive graph grammar rules
as required by some applications in the domain of
engineering design. For this task the present work
proposes a rule induction method grounded on Genetic
Programming. Specializations regarding the
representation and evaluation of rule candidates are
discussed. Results from preliminary experiments with a
prototype implementation demonstrate the feasibility of
the suggested approach.",
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notes = "Subdue",
- }
Genetic Programming entries for
Julian R Eichhoff
Dieter Roller
Citations
