EC-Star: A Massive-Scale, Hub and Spoke, Distributed Genetic Programming System

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InCollection{OReilly:2012:GPTP,
  author =       "Una-May O'Reilly and Mark Wagy and Babak Hodjat",
  title =        "EC-Star: A Massive-Scale, Hub and Spoke, Distributed
                 Genetic Programming System",
  booktitle =    "Genetic Programming Theory and Practice X",
  year =         "2012",
  series =       "Genetic and Evolutionary Computation",
  editor =       "Rick Riolo and Ekaterina Vladislavleva and 
                 Marylyn D. Ritchie and Jason H. Moore",
  publisher =    "Springer",
  chapter =      "6",
  pages =        "73--85",
  address =      "Ann Arbor, USA",
  month =        "12-14 " # may,
  keywords =     "genetic algorithms, genetic programming, Cloud-scale,
                 Distributed, Learning classifier system",
  isbn13 =       "978-1-4614-6845-5",
  URL =          "http://dx.doi.org/10.1007/978-1-4614-6846-2_6",
  DOI =          "doi:10.1007/978-1-4614-6846-2_6",
  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.",
  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