DGPF -- An Adaptable Framework for Distributed Multi-Objective Search Algorithms Applied to the Genetic Programming of Sensor Networks

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

@InProceedings{WG2006DGPFc,
  author =       "Thomas Weise and Kurt Geihs",
  title =        "DGPF -- An Adaptable Framework for Distributed
                 Multi-Objective Search Algorithms Applied to the
                 Genetic Programming of Sensor Networks",
  pages =        "157--166",
  year =         "2006",
  type =         "Research Talk Paper",
  affiliation =  "University of Kassel, FB-16, Distributed Systems
                 Group, Wilhelmsh{\"o}her Allee 73, 34121 Kassel,
                 Germany",
  copyright =    "unrestricted",
  abstract =     "We present DGPF, a framework providing
                 multi-objective, auto-adaptive search algorithms with a
                 focus on Genetic Programming. We first introduce a
                 Common Search API, suitable to explore arbitrary
                 problem spaces with different search algorithms. Using
                 our implementation of Genetic Algorithms as an example,
                 we elaborate on the distribution utilities of the
                 framework which enable local, Master/Slave,
                 Peer-To-Peer, and P2P/MS hybrid distributed search
                 execution. We also discuss how heterogeneous searches
                 consisting of multiple, cooperative search algorithms
                 can be constructed. Sensor networks are distributed
                 systems of nodes with scarce resources. We demonstrate
                 how Genetic Programming based on our framework can be
                 applied to create algorithms for sensor nodes that use
                 these resources very efficiently.",
  keywords =     "genetic algorithms, genetic programming, DGPF, Sensor
                 Network, Sensor Node",
  language =     "en",
  booktitle =    "Proceedings of the Second International Conference on
                 Bioinspired Optimization Methods and their Application,
                 BIOMA 2006",
  editor =       "Bogdan Filipi{\v{c}} and Jurij {\v{S}}ilc",
  isbn13 =       "978-961-6303-81-1",
  publisher =    "Jo{\v{z}}ef Stefan Institute",
  month =        "9-10 " # oct,
  address =      "Jo{\v{z}}ef Stefan International Postgraduate School,
                 Ljubljana, Slovenia",
  language =     "en",
  URL =          "http://www.it-weise.de/documents/files/WG2006DGPFc.pdf",
}

Genetic Programming entries for Thomas Weise Kurt Geihs

Citations