On-line Adaptation of Search via Knowledge Reuse

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Thomas Haynes",
  title =        "On-line Adaptation of Search via Knowledge Reuse",
  booktitle =    "Genetic Programming 1997: Proceedings of the Second
                 Annual Conference",
  editor =       "John R. Koza and Kalyanmoy Deb and Marco Dorigo and 
                 David B. Fogel and Max Garzon and Hitoshi Iba and 
                 Rick L. Riolo",
  year =         "1997",
  month =        "13-16 " # jul,
  keywords =     "genetic algorithms, genetic programming, distributed
  pages =        "156--161",
  address =      "Stanford University, CA, USA",
  publisher_address = "San Francisco, CA, USA",
  publisher =    "Morgan Kaufmann",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=",
  size =         "8 pages",
  abstract =     "We have integrated the distributed search of genetic
                 programming based systems with collective memory to
                 form a collective adaptation search method. Such a
                 system significantly improves search as problem
                 complexity is increased. In collective adaptation,
                 search agents gather knowledge of their environment and
                 deposit it in a central information repository. Process
                 agents are then able to manipulate that focused
                 knowledge, exploiting the exploration of the search
                 agents. Communication is oneway, from the search agents
                 to the process agents. As the process agents are able
                 to refine the knowledge gathered by the search agents,
                 we investigate two-way communication. Such
                 communication directs the genetic programming based
                 engine of the search agents.",
  notes =        "GP-97",

Genetic Programming entries for Thomas D Haynes