Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming with Ant Colony Optimization

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

@InProceedings{Yu:2007:cec,
  author =       "Lu Yu and Jin Zhou and Shingo Mabu and 
                 Kotaro Hirasawa and Jinglu Hu and Sandor Markon",
  title =        "Double-Deck Elevator Group Supervisory Control System
                 Using Genetic Network Programming with Ant Colony
                 Optimization",
  booktitle =    "2007 IEEE Congress on Evolutionary Computation",
  year =         "2007",
  editor =       "Dipti Srinivasan and Lipo Wang",
  pages =        "1015--1022",
  address =      "Singapore",
  month =        "25-28 " # sep,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  ISBN =         "1-4244-1340-0",
  file =         "1081.pdf",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/CEC.2007.4424581",
  abstract =     "Recently, Artificial Intelligence (AI) technology has
                 been applied to many applications. As an extension of
                 Genetic Algorithm (GA) and Genetic Programming (GP),
                 Genetic Network Programming (GNP) has been proposed,
                 whose gene is constructed by directed graphs. GNP can
                 perform a global searching, but its evolving speed is
                 not so high and its optimal solution is hard to obtain
                 in some cases because of the lack of the exploitation
                 ability of it. To alleviate this difficulty, we
                 developed a hybrid algorithm that combines Genetic
                 Network Programming (GNP) with Ant Colony Optimisation
                 (ACO). Our goal is to introduce more exploitation
                 mechanism into GNP. In this paper, we applied the
                 proposed hybrid algorithm to a complicated real world
                 problem, that is, Elevator Group Supervisory Control
                 System (EGSCS). The simulation results showed the
                 effectiveness of the proposed algorithm.",
  notes =        "CEC 2007 - A joint meeting of the IEEE, the EPS, and
                 the IET.

                 IEEE Catalog Number: 07TH8963C",
}

Genetic Programming entries for Lu Yu Jin Zhou Shingo Mabu Kotaro Hirasawa Jinglu Hu Sandor Markon

Citations