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Mind, Body, World- Foundations of Cognitive Science, 2013a

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next. Theraulaz and Bonabeau (1999) created a nest building simulation that only<br />

used these two rules, and demonstrated that it created simulated nests that were<br />

very similar in structure to real wasp nests.<br />

In addition to adding cells laterally to the nest, wasps must also lengthen existing<br />

walls to accommodate the growth <strong>of</strong> larvae that live inside the cells. Karsai<br />

(1999) proposed another environmentally controlled model <strong>of</strong> this aspect <strong>of</strong> nest<br />

building. His theory is that wasps perceive the relative difference between the longest<br />

and the shortest wall <strong>of</strong> a cell. If this difference was below a threshold value, then<br />

the cell was untouched. However, if this difference exceeded a certain threshold,<br />

then this would cause a wasp to lengthen the shortest wall. Karsai used a computer<br />

simulation to demonstrate that this simple model provided an accurate account <strong>of</strong><br />

the three-dimensional growth <strong>of</strong> a wasp nest over time.<br />

The externalization <strong>of</strong> control illustrated in theories <strong>of</strong> wasp nest construction<br />

is called stigmergy (Grasse, 1959). The term comes from the Greek stigma, meaning<br />

“sting,” and ergon, meaning “work,” capturing the notion that the environment<br />

is a stimulus that causes particular work, or behaviour, to occur. It was first used<br />

in theories <strong>of</strong> termite mound construction proposed by French zoologist Pierre-<br />

Paul Grassé (Theraulaz & Bonabeau, 1999). Grassé demonstrated that the termites<br />

themselves do not coordinate or regulate their building behaviour, but that this is<br />

instead controlled by the mound structure itself.<br />

Stigmergy is appealing because it can explain how very simple agents create<br />

extremely complex products, particularly in the case where the final product,<br />

such as a termite mound, is extended in space and time far beyond the life<br />

expectancy <strong>of</strong> the organisms that create it. As well, it accounts for the building <strong>of</strong><br />

large, sophisticated nests without the need for a complete blueprint and without<br />

the need for direct communication amongst colony members (Bonabeau et al.,<br />

1998; Downing & Jeanne, 1988; Grasse, 1959; Karsai, 1999; Karsai & Penzes, 1998;<br />

Karsai & Wenzel, 2000; Theraulaz & Bonabeau, 1995).<br />

Stigmergy places an emphasis on the importance <strong>of</strong> the environment that is<br />

typically absent in the classical sandwich that characterizes theories in both classical<br />

and connectionist cognitive science. However, early classical theories were<br />

sympathetic to the role <strong>of</strong> stigmergy (Simon, 1969). In Simon’s famous parable <strong>of</strong><br />

the ant, observers recorded the path travelled by an ant along a beach. How might<br />

we account for the complicated twists and turns <strong>of</strong> the ant’s route? <strong>Cognitive</strong> scientists<br />

tend to explain complex behaviours by invoking complicated representational<br />

mechanisms (Braitenberg, 1984). In contrast, Simon (1969) noted that the path<br />

might result from simple internal processes reacting to complex external forces—<br />

the various obstacles along the natural terrain <strong>of</strong> the beach: “Viewed as a geometric<br />

figure, the ant’s path is irregular, complex, hard to describe. But its complexity is<br />

really a complexity in the surface <strong>of</strong> the beach, not a complexity in the ant” (p. 24).<br />

Elements <strong>of</strong> Embodied <strong>Cognitive</strong> <strong>Science</strong> 215

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