Fast and frugal heuristics: rationality and the limits of naturalism
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Gerd Gigerenzer and Thomas Sturm have recently proposed a modest form of what they describe as a normative, ecological and limited naturalism. The basic move in their argument is to infer that certain heuristics we tend to use should be used in the right ecological setting. To address this argument, we first consider the case of a concrete heuristic called Take the Best (TTB). There are at least two variants of the heuristic which we study by making explicit the choice functions they induce, extending these variants of TTB beyond binary choice. We argue that the naturalistic argument can be applied to only one of the two variants of the heuristic; we also argue that the argument for the extension requires paying attention to other “rational” virtues of heuristics aside from efficacy, speed, and frugality. This notwithstanding, we show that there is a way of extending the right variant of TTB to obtain a very well behaved heuristic that could be used to offer a stronger case for the naturalistic argument (in the sense that if this heuristic is used, it is also a heuristic that we should use). The second part of the article considers attempts to extending the naturalistic argument from algorithms dealing with inference to heuristics dealing with choice. Our focus is the so-called Priority Heuristic, which we extend from risk to uncertainty. In this setting, the naturalist argument seems more difficult to formulate, if it remains feasible at all. Normativity seems in this case extrinsic to the heuristic, whose main virtue seems to be its ability to describe actual patterns of choice. But it seems that a new version of the naturalistic argument used with partial success in the case of inference is unavailable to solve the normative problem of whether we should exhibit the patterns of choice that we actually display.
- Al-Najjar N. I., Weinstein J. (2009) The ambiguity aversion literature: A critical assessment. Economics and Philosophy 25: 249–284 CrossRef
- Arló-Costa H., Pedersen A. P. (2011a) Bounded rationality: Models for some fast and frugal heuristics. In: Gupta A., van Benthem J. F. A. K., Pacuit E. (eds) Games, norms and reasons: Logic at the crossroads. A tribute to Rohit Parikh on the occasion of his 70th birthday. Springer, New York
- Arló-Costa, H., & Pedersen, A. P. (2011b). Heuristics and maximization: Take the Best extended beyond binary choice. Manuscript, Carnegie Mellon University.
- Brandstátter E., Gigerenzer G., Hertwig R. (2006) The priority heuristic: Making choices without trade-offs. Psychological Review 113(2): 409–432 CrossRef
- Gigerenzer G. (2000) Adaptive thinking: Rationality in the real world. Oxford University Press, Oxford
- Gigerenzer G., Goldstein D. G. (1996) Reasoning the fast and frugal way: Models of bounded rationality. Psychological Review 103(4): 650–669 CrossRef
- Gigerenzer, G., Sturm, T. (2012). How (far) can rationality be naturalized? Synthese, 187, 243–268.
- Kahneman D., Tversky A. (1979) Prospect theory: An analysis of decision under risk. Econometrica 47(2): 263–292 CrossRef
- Kahneman D., Tversky A. (1992) Advances in prospect theory: Advances in prospect theory: Cumulative representation of uncertainty. Journal of Risk and Uncertainty 5(4): 297–323 CrossRef
- Kitcher P. (1992) The naturalists return. The Philosophical Review 101(1): 53–114 CrossRef
- Leland J. W. (1994) Generalized similarity judgments: An alternative explanation for choice anomalies. Journal of Risk and Uncertainty 9(2): 151–172 CrossRef
- Levi, I. (1967). Gambling with truth: An essay on induction and the aims of science. New York: Alfred A. Knopf.
- Quine, W. V. O. (1969). Epistemology naturalized. In Ontological relativity and other essays. New York: Columbia University Press.
- Rubinstein A. (1988) Similarity and decision-making under risk (is there a utility theory resolution to the allais paradox?). Journal of Economic Theory 46(1): 145–153 CrossRef
- Rubinstein A., Salant Y. (2006) A model of choice from lists. Theoretical Economics 45: 3–17
- Salant, Y. (2003). Limited computational resources favor rationality. Discussion Paper 320, Center for the Study of Rationality, Hebrew University of Jerusalem.
- Seidenfeld T. (1988) Decision theory without “independence” or without “ordering”: What is the difference?. Economics and Philosophy 4: 267–290 CrossRef
- Wakker P. (2010) Prospect theory: For risk and ambiguity. Cambridge University Press, Cambridge CrossRef
- Fast and frugal heuristics: rationality and the limits of naturalism
Volume 190, Issue 5 , pp 831-850
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- Bounded Rationality
- Fast and frugal heuristics
- Priority heuristic
- Take the best
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