EC-Star: A Massive-Scale, Hub and Spoke, Distributed Genetic Programming System
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InCollection{OReilly:2012:GPTP,
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author = "Una-May O'Reilly and Mark Wagy and Babak Hodjat",
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title = "EC-Star: A Massive-Scale, Hub and Spoke, Distributed
Genetic Programming System",
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booktitle = "Genetic Programming Theory and Practice X",
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year = "2012",
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series = "Genetic and Evolutionary Computation",
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editor = "Rick Riolo and Ekaterina Vladislavleva and
Marylyn D. Ritchie and Jason H. Moore",
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publisher = "Springer",
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chapter = "6",
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pages = "73--85",
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address = "Ann Arbor, USA",
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month = "12-14 " # may,
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keywords = "genetic algorithms, genetic programming, Cloud-scale,
Distributed, Learning classifier system",
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isbn13 = "978-1-4614-6845-5",
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URL = "http://dx.doi.org/10.1007/978-1-4614-6846-2_6",
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DOI = "doi:10.1007/978-1-4614-6846-2_6",
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abstract = "We describe a new Genetic Programming system called
EC-Star. It is supported by an open infrastructure,
commercial-volunteer-client parallelisation framework.
The framework enables robust and massive-scale
evolution and motivates the hub and spoke network
topology of EC-Star's distributed GP model. In this
model an Evolution Coordinator occupies the hub and an
Evolutionary Engine occupies each spoke. The Evolution
Coordinator uses a layered framework to dispatch high
performing, partially evaluated candidate solutions for
additional fitness-case exposure, genetic mixing, and
evolution to its Evolutionary Engines. It operates
asynchronously with each Evolutionary Engine and never
blocks waiting for results from an Evolutionary
Engine.",
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notes = "part of \cite{Riolo:2012:GPTP} published after the
workshop in 2013",
- }
Genetic Programming entries for
Una-May O'Reilly
Mark Wagy
Babak Hodjat
Citations