Genetic Programming Techniques for Sensor Networks

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "Thomas Weise and Kurt Geihs",
  title =        "Genetic Programming Techniques for Sensor Networks",
  year =         "2006",
  booktitle =    "Proceedings of 5. GI/ITG KuVS Fachgesprach Drahtlose
  editor =       "Pedro Jose Marron",
  pages =        "21--25",
  address =      "University of Stuttgart, Stuttgart, Germany",
  month =        jul,
  organisation = "Faculty of Computer Science, Electrical Engineering,
                 and Information Technology, University of Stuttgart",
  note =         "Technical Report No. 2006/07",
  affiliation =  "University of Kassel, Distributed Systems Group,
                 Wilhelmsh{\"o}her Allee 73, 34121 Kassel, Germany",
  language =     "en",
  rights =       "unrestricted",
  keywords =     "genetic algorithms, genetic programming, DGPF, Sensor
                 Network, Sensor Node",
  URL =          "",
  URL =          "",
  URL =          "",
  URL =          "",
  abstract =     "In this paper we present an approach to automated
                 program code generation for sensor nodes and other
                 small devices. Using Genetic Programming, we are able
                 to discover algorithms that solve certain problems.
                 Furthermore, non-functional properties like code size,
                 memory usage, and communication frequency can be
                 optimised using multiobjective search techniques. The
                 evolution of algorithms requires program testing, which
                 we perform using a customised simulation environment
                 for sensor networks. The simulation model takes into
                 account characteristic features of sensor nodes, such
                 as unreliable communication and resource constraints.
                 An application example is presented that demonstrates
                 the feasibility of our approach and its potential to
                 create robust and adaptive code for sensor network
  notes =        "Proceedings published a Technical Report No.

                 These are the proceedings of the 5th GI/ITG KuVS
                 Fachgesprach Drahtlose Sensornetze (expert talk on
                 wireless sensor networks) held at the University
                 Stuttgart in July, 2006. The program included among
                 others papers on sensor network hardware, routing,
                 middleware, localisation, programming abstractions and
                 modelling. While the presentations were given in German
                 most of the papers are in English.

                 Also known as \cite{WG2006DGPFb}",

Genetic Programming entries for Thomas Weise Kurt Geihs