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Dynamic Optimization with Type Indeterminate Decision-Maker: A Theory of Multiple-self Management

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7052))

Abstract

We study the implications of quantum type indeterminacy for a single agent’s dynamic decision problem. When the agent is aware that his decision today affects the preferences that will be relevant for his decisions tomorow, the dynamic optimization problem translates into a game with multiple selves and provides a suitable framework to address issues of self-control.. The TI-model delivers a theory of self-management in terms of decentralized Bayes-Nash equilibrium among the potential eigentypes(selves). In a numerical example we show how the predictions of the TI-model differ from that of a classical model. In the TI-model choices immediately (without additional structure) reflect self-management concerns. In particular, what may be perceived as a feature of dynamic inconsistency, may instead reflect rational optimization by a type indeterminate agent.

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References

  1. Barkan, R., Busemeyer, J.R.: Modeling dynamic inconsistency with a changing reference point. Journal of Behavioral Decision Making 16, 235–255 (2003)

    Article  Google Scholar 

  2. Benabou, R., Tirole, J.: Identity, Morals and Taboos: Beliefs as Assets. Quaterly Journal of Economics (2011) (forthcoming)

    Google Scholar 

  3. Busemeyer, J.R., Weg, E., Barkan, R., Li, X., Ma, Z.: Dynamic and consequential consistency of choices between paths of decision trees. Journal of Experimental Psychology: General 129, 530–545 (2000)

    Article  Google Scholar 

  4. Busemeyer, J.R., Wang, Z., Townsend, J.T.: Quantum Dynamics of Human Decision-Making. Journal of Mathematical Psychology 50, 220–241 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  5. Busemeyer, J.R.: Quantum Information Processing Explanation for Interaction between Inferences and Decisions. In: Proceedings of the Quantum Interaction Symposium AAAI Press, Menlo Park (2007)

    Google Scholar 

  6. Busemeyer, J.R., Santuy, E., Lambert-Mogiliansky, A.: Distinguishing quantum and markov models of human decision making. In: Proceedings of the the Second Interaction Symposium, QI 2008, pp. 68–75 (2008a)

    Google Scholar 

  7. Busemeyer, J.R., Lambert-Mogiliansky, A.: An Exploration of Type Indeterminacy in Strategic Decision-Making. In: Bruza, P., Sofge, D., Lawless, W., van Rijsbergen, K., Klusch, M. (eds.) QI 2009. LNCS(LNAI), vol. 5494, pp. 113–128. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  8. Cubitt, R.P., Starmer, C., Sugden, R.: Dynamic choice and the common ratio effect: An experimental invesigation. Economic Journal 108, 1362–1380 (1998)

    Article  Google Scholar 

  9. Danilov, V.I., Lambert-Mogiliansky, A.: Measurable Systems and Behavioral Sciences. Mathematical Social Sciences 55, 315–340 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  10. Danilov, V.I., Lambert-Mogiliansky, A.: Decision-making under non-classical uncertainty. In: Proceedings of the the Second Interaction Symposium (QI 2008), pp. 83–87 (2008)

    Google Scholar 

  11. Danilov, V.I., Lambert-Mogiliansky, A.: Expected Utility under Non-classical Uncertainty. Theory and Decision 2010/68, 25–47 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  12. Deutsch, D.: Quantum Theory of Propability and Decisions. Proc. R. Soc. Lond. A 455, 3129–3137 (1999)

    Google Scholar 

  13. Franco, R.: The conjunction Fallacy and Interference Effects (2007), arXiv:0708.3948v1

    Google Scholar 

  14. Franco, R.: The inverse fallacy and quantum formalism. In: Proceedings of the Second Quantum Interaction International Symposium (QI 2008), pp. 94–98 (2008)

    Google Scholar 

  15. Fudenberg, Levine: A Dual Self Model of Impulse Control. American Economic Review 96, 1449–1476 (2006)

    Article  Google Scholar 

  16. Fudenberg, Levine.: Timing and Self-Control working paper (2010)

    Google Scholar 

  17. Gul, F., Pesendorfer, W.: Temptation and Self Control. Econometrica 69, 1403–1436 (2001)

    Google Scholar 

  18. Gul, F., Pesendorfer, W.: Self Control and the Theory of Consumption. Econometrica 72, 110–158 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  19. Gul, F., Pesendorfer, W.: Self Control, Revealed Preference and Consumption Choice. Review of Economic Studies (2005)

    Google Scholar 

  20. Hey, J.D., Knoll, J.A.: How far ahead do people plan? Economic Letters 96, 8–13 (2007)

    Article  Google Scholar 

  21. Khrennikov, A.: Ubiquitous Quantum Structure - From Psychology to Finance. Springer, Heidelberg (2010)

    Book  MATH  Google Scholar 

  22. Kirsteiger, G., Rigotti, L., Rustichini, A.: Your Morals Might be Your Moods. Journal of Economic Behavior and Organization 59/2, 155–172 (2006)

    Article  Google Scholar 

  23. Lambert-Mogiliansky, A., Zamir, S., Zwirn, H.: Type indeterminacy - A Model of the KT(Khaneman Tversky)- man. Journal of Mathematical Psychology 53/5, 349–361 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  24. Lambert-Mogiliansky, A.: Endogenous preferences in games with Type-Indeterminate Players, FS 10-08, pp. 70–77. AAAI Press, Menlo Park (2010)

    Google Scholar 

  25. La Mura, P.: Correlated Equilibria of Classical strategies with Quantum Signals. International Journal Of Quantum Information 3, 183–188 (2005)

    Article  MATH  Google Scholar 

  26. La Mura, P.: Prospective Expected Utility. In: Proceedings of the the Second Quantum Interaction International Symposium (QI 2008), pp. 87–94 (2008)

    Google Scholar 

  27. Machina, M.: Dynamic inconsistency and non-expected utility models of choice under uncertainty. Journal of Economic Literature 27, 1622–1668 (1989)

    Google Scholar 

  28. Strotz, R.H.: Myopya and Time Inconsistency in Dynamic Utility Maximization. Review of Economic Studies 23(3), 165–180 (1956)

    Article  Google Scholar 

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Lambert-Mogiliansky, A., Busemeyer, J. (2011). Dynamic Optimization with Type Indeterminate Decision-Maker: A Theory of Multiple-self Management. In: Song, D., Melucci, M., Frommholz, I., Zhang, P., Wang, L., Arafat, S. (eds) Quantum Interaction. QI 2011. Lecture Notes in Computer Science, vol 7052. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24971-6_8

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  • DOI: https://doi.org/10.1007/978-3-642-24971-6_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-24970-9

  • Online ISBN: 978-3-642-24971-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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