Simple Heuristics That Make Us Smart
Oxford University Press (1999)
| Abstract | Simple Heuristics That Make Us Smart invites readers to embark on a new journey into a land of rationality that differs from the familiar territory of cognitive science and economics. Traditional views of rationality tend to see decision makers as possessing superhuman powers of reason, limitless knowledge, and all of eternity in which to ponder choices. To understand decisions in the real world, we need a different, more psychologically plausible notion of rationality, and this book provides it. It is about fast and frugal heuristics--simple rules for making decisions when time is pressing and deep thought an unaffordable luxury. These heuristics can enable both living organisms and artificial systems to make smart choices, classifications, and predictions by employing bounded rationality. But when and how can such fast and frugal heuristics work? Can judgments based simply on one good reason be as accurate as those based on many reasons? Could less knowledge even lead to systematically better predictions than more knowledge? Simple Heuristics explores these questions, developing computational models of heuristics and testing them through experiments and analyses. It shows how fast and frugal heuristics can produce adaptive decisions in situations as varied as choosing a mate, dividing resources among offspring, predicting high school drop out rates, and playing the stock market. As an interdisciplinary work that is both useful and engaging, this book will appeal to a wide audience. It is ideal for researchers in cognitive psychology, evolutionary psychology, and cognitive science, as well as in economics and artificial intelligence. It will also inspire anyone interested in simply making good decisions. | |||||||||
| Keywords | Heuristic | |||||||||
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| Buy the book | $29.85 new (26% off) $36.26 direct from Amazon (10% off) Amazon page | |||||||||
| Call number | BD260.G54 1999 | |||||||||
| ISBN(s) | 0195121562 0195143817 | |||||||||
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Rocio Garcia-Retamero & Ulrich Hoffrage (2006). How Causal Knowledge Simplifies Decision-Making. Minds and Machines 16 (3).
Malcolm R. Forster (1999). How Do Simple Rules `Fit to Reality' in a Complex World? Minds and Machines 9 (4):543-564.
Thom Baguley & S. Ian Robertson (2000). Where Does Fast and Frugal Cognition Stop? The Boundary Between Complex Cognition and Simple Heuristics. Behavioral and Brain Sciences 23 (5):742-743.
José Luis Bermúdez (2000). Rationality, Logic, and Fast and Frugal Heuristics. Behavioral and Brain Sciences 23 (5):744-745.
Gerd Gigerenzer & Thomas Sturm (2012). How (Far) Can Rationality Be Naturalized? Synthese 187 (1):243-268.
Annika Wallin & Peter Gärdenfors (2000). Smart People Who Make Simple Heuristics Work. Behavioral and Brain Sciences 23 (5):765-765.
Clare Harries & Mandeep K. Dhami (2000). On the Descriptive Validity and Prescriptive Utility of Fast and Frugal Models. Behavioral and Brain Sciences 23 (5):753-754.
James Shanteau & Rickey P. Thomas (2000). Fast and Frugal Heuristics: What About Unfriendly Environments? Behavioral and Brain Sciences 23 (5):762-763.
Richard Cooper (2000). Simple Heuristics Could Make Us Smart; but Which Heuristics Do We Apply When? Behavioral and Brain Sciences 23 (5):746-746.
Peter M. Todd & Gerd Gigerenzer (2000). Précis of Simple Heuristics That Make Us Smart. Behavioral and Brain Sciences 23 (5):727-741.
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