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Simple Inference Heuristics versus Complex Decision Machines

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References

  • Anderson, J.R. (1990), The Adaptive Character of Thought, Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Berretty, P.M., Todd, P.M. and Blythe, P.W. (1997), ‘Categorization by Elimination: A Fast and Frugal Approach to Categorization’ in M.G. Shafto and P. Langley, eds., Proceedings of the Nineteenth Annual Conference of the Cognitive Science Society, Mahwah, NJ: Lawrence Erlbaum Associates, pp. 43–48.

    Google Scholar 

  • Braitenberg, V. (1984), Vehicles: Experiments in Synthetic Psychology, Cambridge, MA: MIT Press.

    Google Scholar 

  • Brooks, R.A. (1991), ‘New Approaches to Robotics’ Science 253, pp. 1227–1232.

    Google Scholar 

  • Brunswik, E. (1943), ‘Organismic Achievement and Environmental Probability’ Psychological Review 50, pp. 255–272.

    Google Scholar 

  • Bullock, S. and Todd, P.M. (1999), ‘Made to measure: Ecological Rationality in Structured Environments’ Minds and Machines 9, pp. 497–542.

    Google Scholar 

  • Connolly, T. (1999), ‘Action as a fast and frugal heuristic’ Minds and Machines 9, pp. 479–496.

    Google Scholar 

  • Cosmides, L. and Tooby, J. (1992), ‘Cognitive adaptations for social exchange’ in J. Barkow, L. Cosmides and J. Tooby, eds., The Adapted Mind: Evolutionary Psychology and the Generation of Culture, New York: Oxford University Press, pp. 163–228.

    Google Scholar 

  • Czerlinski, J., Gigerenzer, G. and Goldstein, D.G. (1999), ‘How Good are Simple Heuristics?’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 97–118.

    Google Scholar 

  • de Garis, H. (1999), ‘The Artilect War’ Unpublished manuscript. Available at http://www.hip.atr.co.jp/_degaris/artilectwar.html.

  • Fodor, J. (1999), ‘Not So Clever Hans (review of If a Lion could Talk: How Animals Think, by Stephen Budiansky)’ London Review of Books, 4 February 1999, pp. 12–13.

  • Forster, M.R. (1999), ‘How do Simple Rules “Fit to Reality” in a Complex World?’ Minds and Machines 9, pp. 543–564.

    Google Scholar 

  • Galef, B.G., Jr. (1987), ‘Social Influences on the Identification of Toxic Foods by Norway Rats’ Animal Learning & Behavior 18, pp. 199–205.

    Google Scholar 

  • Gibson, J.J. (1979), The Ecological Approach to Visual Perception. Boston: Houghton Mifflin.

    Google Scholar 

  • Gigerenzer, G. and Goldstein, D.G. (1996a), ‘Reasoning the Fast and Frugal Way: Models of Bounded Rationality’ Psychological Review 103, pp. 650–669.

    Google Scholar 

  • Gigerenzer, G. and Goldstein, D.G. (1996b), ‘Mind as Computer: The Birth of a Metaphor’ Creativity Research Journal 9, pp. 131–144.

    Google Scholar 

  • Gigerenzer, G. and Goldstein, D.G. (1999), ‘Betting on One Good Reason: The Take The Best Heuristic’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 75–95.

    Google Scholar 

  • Gigerenzer, G. and Selten, R. (in press), Bounded Rationality: The Adaptive Toolbox (Dahlem Workshop Report), Cambridge, MA: MIT Press.

  • Gigerenzer, G. and Todd, P.M. (1999), ‘Fast and Frugal Heuristics: The Adaptive Toolbox’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 3–34.

    Google Scholar 

  • Gigerenzer, G., Todd, P.M. and the ABC Research Group (1999), Simple Heuristics that make Us Smart, New York: Oxford University Press.

    Google Scholar 

  • Goldstein, D.G. and Gigerenzer, G. (1999), ‘The Recognition Heuristic: How Ignorance makes Us Smart’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 37–58.

    Google Scholar 

  • Goodie, A.S., Ortmann, A., Davis, J.N., Bullock, S. and Werner, G.M. (1999), ‘Demons versus Heuristics in Artificial Intelligence, Behavioral Ecology, and Economics’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 327–355.

    Google Scholar 

  • Goodrich, M.A., Stirling, W.C. and Boer, E.R. (2000), ‘Satisficing Revisited’ Minds and Machines 10, pp. 27–57.

    Google Scholar 

  • Hertwig, R., Hoffrage, U. and Martignon, L. (1999), ‘Quick Estimation: Letting the Environment do the Work’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 209–234.

    Google Scholar 

  • Heyes, C.M. (1998), ‘Theory of Mind in Nonhuman Primates’ Behavioral and Brain Sciences 21, pp. 101–148.

    Google Scholar 

  • Holden, C. (1998), ‘The Nuns' Story’ Science 280, p. 1199.

    Google Scholar 

  • Holte, R.C. (1993), ‘Very Simple Classification Rules Perform Well on Most Commonly Used Datasets’ Machine Learning 3, (11), pp. 63–91.

    Google Scholar 

  • Kusch, M. (1999), Psychological Knowledge: A Social History and Philosophy, London: Routledge.

    Google Scholar 

  • Laplace, P.S. (1814/1951), A Philosophical Essay on Probabilities (F.W. Truscott and F.L. Emory, Trans.), New York: Dover. (Original work published 1814).

    Google Scholar 

  • Laskey, K.B., D'Ambrosio, B., Levitt, T.S. and Mahoney, S. (2000), ‘Limited Rationality in Action: Decision Support for Military Situation Assessment’ Minds and Machines 10, pp. 1–25.

    Google Scholar 

  • Martignon, L. and Schmitt, M. (1999), ‘Simplicity and Robustness of Fast and Frugal Heuristics’ Minds and Machines 9, pp. 565–593.

    Google Scholar 

  • Noble, J. and Todd, P.M. (in press), ‘Imitation or Something Simpler? Modelling SimpleMechanisms for Social Information Processing’ in K. Dautenhahn and C. Nehaniv, eds., Imitation in Animals and Artifacts, Cambridge, MA: MIT Press.

  • Payne, J.W., Bettman, J.R. and Johnson, E.J. (1993), The Adaptive Decision Maker, New York: Cambridge University Press.

    Google Scholar 

  • Pinker, S. (1998), How the Mind Works, New York: Norton.

    Google Scholar 

  • Sahakian, W.S. (1968), History of Philosophy, New York: Harper Collins.

    Google Scholar 

  • Sargent, T.J. (1993), Bounded Rationality in Macroeconomics, Oxford: Oxford University Press.

    Google Scholar 

  • Shanteau, J. (1992), ‘How Much Information does an Expert Use? Is it Relevant?’ Acta Psychologica 81, pp. 75–86.

    Google Scholar 

  • Simon, H.A. (1955), ‘A Behavioral Model of Rational Choice’ Quarterly Journal of Economics 69, pp. 99–118.

    Google Scholar 

  • Simon, H.A. (1956), ‘Rational Choice and the Structure of Environments’ Psychological Review 63, pp. 129–138.

    Google Scholar 

  • Simon, H.A. (1987), ‘Rational Decision Making in Business Organizations’ in L. Green and J.H. Kagel, eds., Advances in Behavioral Economics. Vol. 1, Norwood, N.J.: Ablex, pp. 18–47.

    Google Scholar 

  • Simon, H.A. (1990), ‘Invariants of Human Behavior’ Annual Review of Psychology 41, pp. 1–19.

    Google Scholar 

  • Stigler, G.J. (1961), ‘The Economics of Information’ Journal of Political Economy 69, pp. 213–225.

    Google Scholar 

  • Todd, P.M. (1997), ‘Searching for the Next Best Mate’ in R. Conte, R. Hegselmann and P. Terna, eds., Simulating Social Phenomena, Berlin: Springer-Verlag, pp. 419–436.

    Google Scholar 

  • Todd, P.M. and Miller, G.F. (1999), ‘From Pride and Prejudice to Persuasion: Satisficing in Mate Search’ in G. Gigerenzer, P.M. Todd and the ABC Research Group, Simple Heuristics that make Us Smart, New York: Oxford University Press, pp. 287–308.

    Google Scholar 

  • Tversky, A. (1972), ‘Elimination by Aspects: A Theory of Choice’ Psychological Review 79(4), pp. 281–299.

    Google Scholar 

  • Tversky, A. & Kahneman, D. (1974), ‘Judgment Under Uncertainty: Heuristics and Biases’ Science 185, pp. 1124–1131.

    Google Scholar 

  • Vriend, N.J. (1996), ‘Rational Behavior and Economic Theory’ Journal of Economic Behavior & Organization 29, pp. 263–285.

    Google Scholar 

  • Whiten, A. and Byrne, R.W., eds., (1998), Machiavellian Intelligence II: Extensions and Evaluations. Cambridge, UK: Cambridge University Press.

    Google Scholar 

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Todd, P.M. Simple Inference Heuristics versus Complex Decision Machines. Minds and Machines 9, 461–477 (1999). https://doi.org/10.1023/A:1008335515764

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