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

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@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