Learning and herding using case-based decisions with local interactions

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans

Volumn 39, Issue 3, 2009, Pages 662-669

  Krause, Andreas ^a  

^a UNIVERSITY OF BATH   (United Kingdom)

Author keywords

Decision making; Economics; Simulation

Indexed keywords

BEST DECISION; LOCAL INTERACTIONS; SIMULATION;

DECISION THEORY; EDUCATION; GAME THEORY;

DECISION MAKING;

EID: 67349278451     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2009.2014542     Document Type: Article

References (26)

1. I. Gilboa and D. Schmeidler, "Case-based decision theory," Q. J. Econ., vol. 110, no. 3, pp. 605-639, Aug. 1995.
2. I. Gilboa and D. Schmeidler, "Case-based optimization," Games Econom. Behav., vol. 15, no. 1, pp. 1-26, Jul. 1996.
3. I. Gilboa and D. Schmeidler, "Act similarity in case-based decision theory," Econ. Theory, vol. 9, no. 1, pp. 46-61, Feb. 1997.
4. I. Gilboa and D. Schmeidler, "Cumulative utility consumer theory," Int. Econ. Rev., vol. 38, no. 4, pp. 737-761, Nov. 1997.
5. I. Gilboa and D. Schmeidler, "An overview of case-based decision theory," in Uncertain Decisions: Bridging Theory and Experiments, L. Luini, Ed. Norwell, MA: Kluwer, 1999, pp. 215-235.
6. I. Gilboa and D. Schmeidler, "Case-based knowledge and induction," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 30, no. 2, pp. 85-95, Mar. 2000.
7. I. Gilboa and D. Schmeidler, A Theory of Case-Based Decisions. Cambridge, U.K.: Cambridge Univ. Press, 2001.
8. I. Gilboa and D. Schmeidler, "Inductive inference: An axiomatic approach," Econometrica, vol. 71, no. 1, pp. 1-26, 2003.
9. A. Guerdjikova, Case-Based Decision Theory - An Application for the Financial Markets. Heidelberg, Germany: Univ. Heidelberg, 2002. mimeo.
10. A. Guerdjikova, Asset Pricing in an Overlapping Generations Model With Case-Based Decision Markers. Heidelberg, Germany: Univ. Heidelberg, 2003. mimeo.
11. A. Guerdjikova, On the Definition and Existence of an Equilibrium in a Financial Market With Case-Based Decision Makers. Heidelberg, Germany: Univ. Heidelberg, 2003. mimeo.
12. I. Gilboa and N. Vieille, "Majority vote following a debate," Soc. Choice Welf, vol. 23, no. 1, pp. 115-125, Aug. 2004.
13. H. Jahnke, A. Chwolka, and D. Simons, "Coordinating demand and capacity by adaptive decision making - An application of the case-based decision theory," Decis. Sci., vol. 36, no. 1, pp. 1-32, Feb. 2005.
14. I. Gilboa and A. Pazgal, "Cumulative discrete choice," Mark. Lett. vol. 12, no. 2, pp. 119-130, May 2001.
15. R. Meyer, T. Erdem, I. Gilboa, W. Hutchinson, S. Lippman, C. Mela, A. Pazgal, D. Prelec, and J. Steckel, "Dynamic influences on individual choice behavior," Mark. Lett., vol. 8, no. 3, pp. 349-360, Jul. 1997.
16. A. Krause, "Herding without following the herd: The dynamics of case-based decisions with local interactions," in Economics and Heterogeneous Interacting Agents, A. Namatame, T. Kaizouji, and Y. Aruka, Eds. Berlin, Germany: Springer-Verlag, 2006, pp. 179-191.
17. M. Blonski, "Social learning with case-based decisions," J. Econ. Behav. Organ., vol. 38, no. 1, pp. 59-77, Jan. 1999.
18. A. Aamodt and E. Plaza, "Case-based reasoning: Foundational issues, methodological variations, and system approaches," AI Commun., vol. 7, no. 1, pp. 39-59, Mar. 1994.
19. Y. Guan, X. Wang, and Q. Wang, "A new measurement of systematic similarity," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 4, pp. 743-758, Jul. 2008.
20. K. V. Katsikopoulos and B. Fasolo, "New tools for decision analysts," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 36, no. 5, pp. 960-967, Sep. 2006.
21. H. Tu, J. Allanach, S. Singh, K. R. Pattipati, and P. Willett, "Information integration via hierarchical and hybrid Bayesian networks," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 36, no. 1, pp. 19-33, Jan. 2006.
22. D. Challet, M. Marsili, and Y.-C. Zhang, Minority Games: Interacting Agents in Financial Markets. London, U.K.: Oxford Univ. Press, 2004.
23. A. V. Banerjee, "A simple model of herd behavior," Q. J. Econ., vol. 107, no. 3, pp. 797-818, Aug. 1992.
24. S. Bikhchandani, D. Hirshleifer, and I. Welch, "Learning from the behavior of others: Conformity, fads, and informational cascades," J. Econ. Perspect., vol. 12, no. 3, pp. 151-170, 1998.
25. A. Devenow and I. Welch, "Rational herding in financial economics," Eur. Econ. Rev., vol. 40, no. 3-5, pp. 603-615, Apr. 1996.
26. A. Krause, "Herding behavior of financial analysts: A model of self-organized criticality," in The Complex Dynamics of Economic Interaction: Essays in Economics and Econophysics, M. Galegatti, A. Kirman, and M. Marsili, Eds. Berlin, Germany: Springer-Verlag, 2004, pp. 257-268.