Managing information complexity of supply chains via agent-based genetic programming
Created by W.Langdon from
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- @Article{oai:inderscience.com:7267,
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title = "Managing information complexity of supply chains via
agent-based genetic programming",
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author = "Ken Taniguchi and Takao Terano",
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journal = "International Journal of Electronic Business",
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number = "3/4",
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publisher = "Inderscience Publishers",
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year = "2005",
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month = jun # "~30",
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volume = "3",
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ISSN = "1741-5063",
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bibsource = "OAI-PMH server at www.inderscience.com",
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language = "eng",
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oai = "oai:inderscience.com:7267",
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pages = "216--224",
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relation = "ISSN online: 1741-5063 ISSN print: 1470-6067 DOI:
10.1504/05.7267",
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rights = "Inderscience Copyright",
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source = "IJEB (2005), Vol 3 Issue 3/4, pp 216 - 224",
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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",
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URL = "http://www.inderscience.com/link.php?id=7267",
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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.",
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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