An excerpt from the most recent Newsweek related to the heuristic approach in the sciences. Discussion/thoughts welcome...
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MIND MATTERS
Wray Herbert
Less (Information) Is More
According to a new book, most people think too much before they make important decisions.
Excerpt
A growing number of psychologists are questioning the soundness of Franklin's method [of moral algebra], and its modern iterations, including data-heavy calculations by increasingly powerful computers.
One of the leading challengers to the dogma of decision making is psychologist Gerd Gigerenzer, of the Max Planck Institute in Germany, whose new book "Gut Feelings" collects a convincing body of evidence for the power of hunches over laborious data crunching. Hunches, gut feelings, intuition—these are all colloquial English for what Gigerenzer and his colleagues call "heuristics," fast and efficient cognitive shortcuts that (according to the emerging theory) can help us negotiate life, if we let them...
FULL ARTICLE
http://www.newsweek.com/id/71514/page/1
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Heuristics in Psychology
In psychology, heuristics are simple, efficient rules, hard-coded by evolutionary processes or learned, which have been proposed to explain how people make decisions, come to judgments, and solve problems, typically when facing complex problems or incomplete information. These rules work well under most circumstances, but in certain cases lead to systematic cognitive biases.
For instance, people may tend to perceive more expensive beers as tasting better than inexpensive ones (providing the two beers are of similar initial quality or lack of quality and of similar style). This finding holds true even when prices and brands are switched; putting the high price on the normally relatively inexpensive brand is enough to lead subjects to perceive it as tasting better than the beer that is normally more expensive. One might call this "price implies quality" bias. (Cf. Veblen good.)
Much of the work of discovering heuristics in human decision-makers was ignited by Amos Tversky and Daniel Kahneman[3]. Gerd Gigerenzer focus on how heuristics can be used to make judgments that are in principle accurate, rather than producing cognitive biases – heuristics that are "fast and frugal".[4]
from Wikipedia
http://en.wikipedia.org/wiki/Heuristic
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Princeton Professor Daniel Kahneman, incidentally, who is one of my hometown heroes, is one of the founders of Prospect Theory. For some related links, please see:
What is Prospect Theory?
http://raphie.wordpress.com/2006/12/16/syn...onverging-road/
Of particular interest., at least for this aspiring Cognitive Physicist is that Kahneman, a psychologist, won the Nobel Prize in Economics. Here is an excerpt from the post:
"Prospect theory has probably done more to bring psychology into the heart of economic analysis than any other approach. Many economists still reach for the expected utility theory paradigm when dealing with problems, however, prospect theory has gained much ground in recent years, and now certainly occupies second place on the research agenda for even some mainstream economists." (text via via Behavioral Finance.net http://prospecttheory.behaviouralfinance.net/ )
Best,
Raphie