Data-mining-enhanced agents in dynamic supply-chain-management environments

IEEE Intelligent Systems

Volumn 24, Issue 3, 2009, Pages 54-63

  Chatzidimitriou, Kyriakos C ^a   Symeonidis, Andreas L ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GAMES; DATA MINING; DISTRIBUTION FUNCTIONS; ENVIRONMENTAL MANAGEMENT; GAME THEORY; INFORMATION MANAGEMENT; OPTIMIZATION; PERSONAL COMPUTERS; PROBABILITY DISTRIBUTIONS; STOCHASTIC SYSTEMS;

ANALYTICAL STUDIES; CUSTOMER CONTRACTS; DYNAMIC SUPPLY CHAINS; LONG-TERM POLICIES; MATHEMATICAL OPTIMIZATION TECHNIQUES; STOCHASTIC ENVIRONMENT; SUPPLY CHAIN MANAGEMENTS (SCM); TRADING AGENT COMPETITION;

SUPPLY CHAIN MANAGEMENT;

EID: 77955632225     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIS.2009.51     Document Type: Article

References (11)

1. D. Simchi-Levi, P. Kaminsky, and E. Simchi-Levi, Designing and Managing the Supply Chain, McGraw-Hill, 2003.
2. W. Elmaghraby, "Auctions and Pricing in E-Marketplaces," Handbook of Quantitative Supply Chain Analysis: Modeling in the E-Business Era, D. Simchi-Levi, S.D. Wu, and Z.J. Shen, eds., Kluwer, 2004, pp. 213-246.
3. C. Zhang et al., "Agents and Data Mining: Mutual Enhancement by Integration," Proc. Int'l Workshop Autonomous Intelligent Systems: Agents and Data Mining (AIS-ADM 05), LNCS 3505, Springer, 2005, pp. 50-61.
4. A.L. Symeonidis et al., "Data Mining for Agent Reasoning: A Synergy for Training Intelligent Agents," Engineering Applications of Artificial Intelligence, vol.20, no.8, 2007, pp. 1097-1111.
5. R. Arunachalam and N. Sadeh, "The Supply Chain Trading Agent Competition," Electronic Commerce Research and Applications, vol.4, no.1, 2005, pp. 63-81.
6. Swedish Inst. Computer Science, "Trading Agent Competition," Sept. 2008; www.sics.se/tac
7. J. Collins et al., The Supply Chain Management Game for the 2005 Trading Agent Competition, tech. report CMUISRI-07-100, Carnegie Mellon Univ., 2006.
8. F. Cheng, M. Ettl, and G. Lin, Inventory-Service Optimization in Configure-to-Order Systems, tech. report, RC 21781, IBM, 2001.
9. W. Ketter et al., "Identifying and Forecasting Economic Regimes in TAC SCM," Proc. Int'l Joint Conf. Artifical Intelligence (IJCAI 05) Workshop on Trading Agent Design and Analysis (TADA 05), LNCS 3937, Springer, 2005, pp. 113-125.
10. D. Pardoe and P. Stone, "Bidding for Customer Orders for TAC SCM," Proc. 2nd Int'l Joint Conf. Autonomous Agents and Multi-Agent Systems (AAMAS 04) Workshop on Agent-Mediated Electronic Commerce (AMEC 04), Springer, 2005, pp. 143-157.
11. I.H. Witten and E. Frank, Data Mining: Practical Machine Learning Tools with Java Implementations, Morgan Kaufmann, 2000.