Identify Discontinuous Parameter of Parabolic System via Point-Tree Structured Genetic Programming

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

@InProceedings{10.1109/SKG.2006.55,
  author =       "Weiwu Wang and Yuanxiang Li and Shengwu Xiong and 
                 Bojin Zheng",
  title =        "Identify Discontinuous Parameter of Parabolic System
                 via Point-Tree Structured Genetic Programming",
  booktitle =    "Proceedings of The 2nd International Conference on
                 Semantics, Knowledge and Grid (SKG2006)",
  year =         "2006",
  series =       "International Conference on Semantics, Knowledge and
                 Grid",
  pages =        "43",
  address =      "Guilin, Guangxi, China",
  editor =       "Hai Zhuge and Toru Ishida",
  publisher_address = "Los Alamitos, CA, USA",
  month =        "1-3 " # nov,
  publisher =    "IEEE Computer Society",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7695-2673-X",
  DOI =          "doi:10.1109/SKG.2006.55",
  abstract =     "In this paper, we apply point-tree structured genetic
                 programming (PTGP) to identify a discontinuous
                 parameter of parabolic system. The discontinuous
                 parameter can be decomposed into several subcomponents.
                 Each subcomponent can be represented as a simple
                 function. We call these simple functions as
                 sub-functions. We use the PTGP individual to represent
                 the discontinuous parameter, and evolve these
                 individuals to learn it. During the evolution, the
                 subfunctions and their domains co-evolve and co-adapt
                 automatically. The numerical experiments show PTGP can
                 identify the discontinuous parameter successfully.
                 Compare to the stand genetic programming approach, the
                 performance is improved significantly.",
  notes =        "http://www.culturegrid.net/SKG2006/Final.htm

                 Weiwu Wang, Wuhan University, China Yuanxiang Li, Wuhan
                 University, China Shengwu Xiong, Wuhan University of
                 Technology, China Bojin Zheng, South-Central University
                 For Nationalities, China

                 IEEE Computer Society Order Number E2673
                 reprints@computer.org Also known as
                 \cite{conf/skg/WangLXZ06}",
}

Genetic Programming entries for Weiwu Wang Yuanxiang Li Shengwu Xiong Bojin Zheng

Citations