Building agent-based hybrid intelligent systems: A case study

Web Intelligence and Agent Systems

Volumn 5, Issue 3, 2007, Pages 255-271

  Zhang, Zili ^a,b   Zhang, Chengqi ^c  

^a SOUTHWEST UNIVERSITY   (China)

^b DEAKIN UNIVERSITY   (Australia)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

Agent based systems; Financial investment planning; Hybrid intelligent systems; Intelligent agents; Multi agent systems

Indexed keywords

DATA MINING; FUZZY LOGIC; GENETIC ALGORITHMS; HYBRID COMPUTERS; INTELLIGENT AGENTS; NEURAL NETWORKS;

AGENT BASED SYSTEMS; FINANCIAL INVESTMENT PLANNING; HETEROGENEOUS COMPUTING TECHNIQUES; HYBRID INTELLIGENT SYSTEMS;

MULTI AGENT SYSTEMS;

EID: 35348832390     PISSN: 15701263     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (32)

1. J. Aczél and T.L. Saaty, Procedures for Aggregating Ratio Judgements, Journal of Mathematical Psychology 27 (1983).
2. G. Bojadziev and M. Bojadziev, Fuzzy Logic For Business, Fitumce, and Management, World Scientific, Singapore, 1997.
3. B. Bouchon-Meunier, (ed.), Aggregation and Fusion of Imperfect Information, Studies in Fuzziness and Soft Computing, Vol. 12, Physical-Verlag, 1998.
4. V.K. Chaudhri, A. Farquhar, R. Fikes et al., OKBC: A Programmatic Foundation for Knowledge Base Interoperability, Proc. 15th National Conference on Artificial. Intelligence (AAAI'98), AAAI Press/MITPress, 1998, 600-607.
5. K. Decker, K. Sycara and M. Williamson, Middle Agents for the Internet, Proceedings of 15th International Joint Conference on Artificial Intelligence, Nogoya, Japan, American Association for Artificial Intelligence, 1997, 578-583.
6. M. Delgado, A.F. Gómez-Skarmeta et al., A. Multi-Agent Architecture for Fuzzy Modeling, International Journal of Intelligent Systems 14 (1999), 305-329.
7. D. Dubois and H. Prade, A. Class of Fuzzy Measures Based on Triangular Norms, International Journal of General Systems 8(1) (1982).
8. M.R. Genesereth and S.P. Ketchpel, Software Agents, Communications of ACM 37(7) (1994), 48-53.
9. S. Goonatilake and S. Khebbal, (eds), Intelligent Hybrid Systems, Wiley, 1995.
10. C. Iglesias, J. Gonzales and J. Velasco, MIX: A General Purpose Multiagent Architecture, in Intelligent Agents II (ATAL'95), LNCS 1037, Springer, 1996, 251-266.
11. H.-A. Jacobsen, A Generic Architecture for Hybrid Intelligent Systems, in Deep Fusion of Computational and Symbolic Processing, Physica-Verlag, 2001, 145-173.
12. N.R. Jennings, On Agent-Based Software Engineering, Artificial Intelligence 117(1) (2000), 277-296.
13. M. Knapik and J. Johnson, Developing Intelligent Agents for Distributed Systems, McGraw-Hill, New York, 1998.
14. T. Finin, Y. Labrou and J. Mayfield, KQML as an Agent Communication Language, in: Software Agents, J.M. Bradshaw, ed., AAAI Press/ The MIT Press, Menlo Park, CA, 1997, pp. 291-316.
15. R. Khosla and T. Dillon, Engineering Intelligent Hybrid Multi-Agent Systems, Kluwer Academic Publishers, Boston, 1997.
16. M. Luck, P. Mcburney and C Preist, A Manifesto for Agent Technology: Towards Next Generation Computing, Autonomous Agents and Multi-Agent Systems 9(2004), 203-252.
17. H. Markowitz, Portfolio Selection: Efficient Diversification of Investments, (2nd ed.), Blackwell, 1991.
18. K. Sycara, K. Decker and D. Zeng, Intelligent Agents in Portfolio Management, in Agent Technology: foundations, Applications, and Markets, Springer, Berlin, 1998, 267-281.
19. H. Tanaka, P. Guo and I. Turksen, Portfolio Selection. Based on Fuzzy Probabilities and Possibility Distributions, Fuzzy Sets and Systems 111 (2000), 387-397.
20. S.T. Welstead, Neural Network and Fuzzy Logic Applications in C/C++, Wiley, New York, 1994.
21. M. Wooldrige, N. Jennings and D. Kinny, The Gaia Methodology for Agent-Oriented Analysis and Design, Journal of Autonomous Agents and Multi-Agent Systems 3(3) (2000), 285-312.
22. M. Wooldridge, An Introduction to Mutliagent Systems, John Wiley & Sons, Chichester, England, 2002.
23. M. Wooldridge, Agent-Based Software Engineering, IEE Proc. Software Engineering 144(1) (1997), 26-37.
24. R.R. Yager, On Ordered Weighted Averaging Aggregation Operators in Multi-Criteria Decision Making, IEEE Transactions on Systems, Man, Cybernetics 18 (Jan/Feb 1988), 183-190.
25. R.R. Yager and A. Rybalov, Uninorm Aggregation Operators, Fuzzy Sets and Systems 80 (1996), 111-120.
26. R.R. Yager and J. Kacprzyk, eds, The Ordered Weighted Averaging Operators: Theory and Applications, Kluwer Academic, 1997.
27. R.R. Yager, New Models of OWA Information Fusion, Int J of Intelligent Systems 13 (1998), 661-681.
28. L.A. Zadeh, The Roles of Fuzzy Logic and Soft Computing in the Conception, Design and Deployment of Intelligent Systems, in Software Agents and Soft Computing: Concepts and Applications, LNAI 1198, Springer-Verlag, Berlin, 1997, 183-190.
29. Z. Zhang and C Zhang, Result Fusion in Multi-Agent Systems Based on OWA Operator, in Proceedings of 23rd. Australasian Computer Science Conference, IEEE Computer Society Press, NJ, 2000, 234-240.
30. Z. Zhang, An Agent-Based Hybrid framework for DecisionMaking on Complex Problems, PhD Thesis, Deakin University, Australia, 2001.
31. Z. Zhang and C Zhang, An Agent-Based Hybrid Intelligent System for Financial Investment Planning, in Proceedings of PRICAI 2002, LNAI-2417, Springer, August 2002, 355-364.
32. Z. Zhang and C Zhang, An Improvement to Matchmaking Algorithms for Middle Agents, in Proceedings of the First International Joint Conference on Autonomous Agents and Multi-Agent Systems, ACM Press, Italy, July 2002, 1340-1347.