An Indirect Approach to the Three-dimensional Multi-pipe Routing Problem
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Furuholmen:2010:EuroGP,
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author = "Marcus Furuholmen and Kyrre Glette and Mats Hovin and
Jim Torressen",
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title = "An Indirect Approach to the Three-dimensional
Multi-pipe Routing Problem",
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booktitle = "Proceedings of the 13th European Conference on Genetic
Programming, EuroGP 2010",
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year = "2010",
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editor = "Anna Isabel Esparcia-Alcazar and Aniko Ekart and
Sara Silva and Stephen Dignum and A. Sima Uyar",
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volume = "6021",
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series = "LNCS",
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pages = "86--97",
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address = "Istanbul",
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month = "7-9 " # apr,
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organisation = "EvoStar",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-12147-0",
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DOI = "doi:10.1007/978-3-642-12148-7_8",
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abstract = "This paper explores an indirect approach to the
Three-dimensional Multi-pipe Routing problem. Variable
length pipelines are built by letting a virtual robot
called a turtle navigate through space, leaving pipe
segments along its route. The turtle senses its
environment and acts in accordance with commands
received from heuristics currently under evaluation.
The heuristics are evolved by a Gene Expression
Programming based Learning Classifier System. The
suggested approach is compared to earlier studies using
a direct encoding, where command lines were evolved
directly by genetic algorithms. Heuristics generating
higher quality pipelines are evolved by fewer
generations compared to the direct approach, however
the evaluation time is longer and the search space is
more complex. The best evolved heuristic is short and
simple, builds modular solutions, exhibits some degree
of generalization and demonstrates good scalability on
test cases similar to the training case.",
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notes = "Part of \cite{Esparcia-Alcazar:2010:GP} EuroGP'2010
held in conjunction with EvoCOP2010 EvoBIO2010 and
EvoApplications2010",
- }
Genetic Programming entries for
Marcus Furuholmen
Kyrre Harald Glette
Mats Erling Hovin
Jim Torressen
Citations