Managing information complexity of supply chains via agent-based genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{oai:inderscience.com:7267,

• title = "Managing information complexity of supply chains via agent-based genetic programming",
• author = "Ken Taniguchi and Takao Terano",
• journal = "International Journal of Electronic Business",
• number = "3/4",
• publisher = "Inderscience Publishers",
• year = "2005",
• month = jun # "~30",
• volume = "3",
• ISSN = "1741-5063",
• bibsource = "OAI-PMH server at www.inderscience.com",
• language = "eng",
• oai = "oai:inderscience.com:7267",
• pages = "216--224",
• relation = "ISSN online: 1741-5063 ISSN print: 1470-6067 DOI: 10.1504/05.7267",
• rights = "Inderscience Copyright",
• source = "IJEB (2005), Vol 3 Issue 3/4, pp 216 - 224",
• keywords = "genetic algorithms, genetic programming, supply chain management, SCM, information entropy, information complexity, information management, manufacturing firms, decision making agents, blackboard architecture, distributed artificial intelligence, DAI, purchasing, sales, inventory, simulation, agent-based systems, multi-agent systems, e-business, electronic business",
• URL = "http://www.inderscience.com/link.php?id=7267",
• abstract = "This paper proposes agent-based formulation of a supply chain management (SCM) system for manufacturing firms. We model each firm as a decision-making agent, which communicates each other through the blackboard architecture in distributed artificial intelligence. To overcome 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 has shown good performance against the dynamic environmental changes.",
• notes = "Address: Graduate School of Systems Management, University of Tsukuba, Otsuka 3-29-1, Bunkyo-ku, Tokyo 112 0012, Japan. ' Graduate School of Systems Management, University of Tsukuba, Otsuka 3-29-1, Bunkyo-ku, Tokyo 112 0012, Japan taniguti@gssm.otsuka.tsukuba.ac.jp, terano@gssm.otsuka.tsukuba.ac.jp",

}

Genetic Programming entries for Ken Taniguchi Takao Terano

Citations