Managing Information Complexity of Supply Chains via Agent-Based Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Taniguchi:2002:MIC,
  author =       "Ken Taniguchi and Setsuya Kurahashi and Takao Terano",
  title =        "Managing Information Complexity of Supply Chains via
                 Agent-Based Genetic Programming",
  volume =       "2417",
  pages =        "596",
  year =         "2002",
  booktitle =    "PRICAI 2002: Trends in Artificial Intelligence : 7th
                 Pacific Rim International Conference on Artificial
                 Intelligence",
  editor =       "M. Ishizuka and A. Sattar",
  series =       "LNAI",
  address =      "Tokyo, Japan",
  publisher_address = "Heidelberg",
  month =        "18-22 " # aug,
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-540-44038-3",
  CODEN =        "LNCSD9",
  ISSN =         "0302-9743",
  bibdate =      "Tue Sep 10 19:10:22 MDT 2002",
  DOI =          "doi:10.1007/3-540-45683-X_67",
  acknowledgement = ack-nhfb,
  size =         "1 page",
  abstract =     "This paper proposes agent-based formulation of a
                 Supply Chain Management (SCM) system for manufacturing
                 firms. We model each firm as an intelligent agent,
                 which communicates each other through the blackboard
                 architecture in distributed artificial intelligence. To
                 cope with the issues of conventional SCM systems, we
                 employ the concept of information entropy, which
                 represents the complexity of the purchase, sales, and
                 inventory activities of each firm. Based on the idea,
                 we implement an agent-based simulator to learn `good'
                 decisions via genetic programming in a logic
                 programming environment. From intensive experiments,
                 our simulator have shown good performance against the
                 dynamic environmental changes.",
}

Genetic Programming entries for Ken Taniguchi Setsuya Kurahashi Takao Terano

Citations