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By News Staff | July 24th 2009 12:00 AM | 2 comments | Print | E-mail | Track Comments

Humans, bah.  Multimodal, egg-headed, tool-using, bipedal, opposing-thumbed existence is so 2008.   Ants are where it's at, to the delight of neo-rationalists everywhere (and Edward O. Wilson too).

They can accomplish tasks a lot more rationally than humans, says a Arizona State University and Princeton University study in Proceedings of the Royal Society: Biological Sciences.

This is not a case of overall smartness.   Humans and other animals simply often make irrational choices when faced with very challenging decisions, note Stephen Pratt and Susan Edwards.

"This paradoxical outcome is based on apparent constraint: most individual ants know of only a single option, and the colony's collective choice self-organizes from interactions among many poorly-informed ants," says Pratt, an assistant professor in the School of Life Sciences in ASU's College of Liberal Arts and Sciences.

The authors' insights arose from an examination of the process of nest selection in the ant, Temnothorax curvispinosus. These ant colonies live in small cavities, as small as an acorn, and are skillful in finding new places to roost. The challenge before the colony was to "choose" a nest, when offered two options with very similar advantages.

What the authors found is that in collective decision-making in ants, the lack of individual options translated into more accurate outcomes by minimizing the chances for individuals to make mistakes. A "wisdom of crowds" approach emerges, Pratt believes.

"Rationality in this case should be thought of as meaning that a decision-maker, who is trying to maximize something, should simply be consistent in its preferences." Pratt says. "For animals trying to maximize their fitness, for example, they should always rank options, whether these are food sources, mates, or nest sites, according to their fitness contribution."

"Which means that it would be irrational to prefer choice 'A' to 'B' on Tuesday and then to prefer 'B' to 'A' on Wednesday, if the fitness returns of the two options have not changed."

"Typically we think having many individual options, strategies and approaches are beneficial," Pratt adds, "but irrational errors are more likely to arise when individuals make direct comparisons among options."

Studies of how or why irrationality arises can give insight into cognitive mechanisms and constraints, as well as how collective decision making occurs. Insights such as Pratt's and Edward's could also translate into new approaches in the development of artificial intelligence.

"A key idea in collective robotics is that the individual robots can be relatively simple and unsophisticated, but you can still get a complex, intelligent result out of the whole group," says Pratt. "The ability to function without complex central control is really desirable in an artificial system and the idea that limitations at the individual level can actually help at the group level is potentially very useful." Pratt is a member of Heterogeneous Unmanned Networked Team (HUNT), a project funded by the Office of Naval Research (ONR) to enable to development of bio-inspired solutions to engineering problems.

What do these findings potentially say about understanding human social systems?

"It is hard to say. But it's at least worth entertaining the possibility that some strategic limitation on individual knowledge could improve the performance of a large and complex group that is trying to accomplish something collectively," Pratt says.



Comments

Gerhard Adam's picture
...the colony's collective choice self-organizes from interactions among many poorly-informed ants...

This, of course, begs the question of what constitutes a "well-informed" ant?


Limiting individual choice makes would make society better? My My lets bring back slavery, keep woman bear foot and pregnant and why we are at it all hail Kings and Nobles. Kings and Nobles sure made good choices for the rest of us poor undereducated peons. Pratts' quote if accurate makes the same mistake of Kings and Nobles. He assumes the complex something the human group is doing is worthwhile for the group. With humans the group accomplishment is what an individual leader wanted which is an entirely different thing than what may be best for the group as a whole. When a leader makes a huge mistake the leader is removed and the new leader makes a different decision. Leaders consult and consider outcomes than tell the group to march. If humans had no leaders we could be ants. Ant group decisions are done by random bunches of ants grouping together to make predetermined hard wired good decisions. Mathematically ant decisions could be described as factorial equations. discribing how ants clump around certain values. These values are "Good" decisions that let the ant colony survive so they become hard wired into the ants genetics. Choice would limited to sampling actual conditions to see which group of conditions met the hard wired good decision of the past. Ant varieties have a very limited world. Ants have thousands of varieties each made for its limited good conditions. Humans have one variety to meet thousands of conditions so we cannot be bound to an ant like set of limited choices. Even if we grant many human choices might be bad for the individual as a race we are still here..

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