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

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meaning “no time” and “the whole <strong>of</strong> time” respectively. While this usage differs<br />

substantially from our modern approach, it has been viewed as the inspiration for<br />

modern binary logic (Post, 1921).<br />

Boole’s work inspired subsequent work on logic in two different ways. First,<br />

Boole demonstrated that an algebra <strong>of</strong> symbols was possible, productive, and<br />

worthy <strong>of</strong> exploration: “Boole showed incontestably that it was possible, by the aid<br />

<strong>of</strong> a system <strong>of</strong> mathematical signs, to deduce the conclusions <strong>of</strong> all these ancient<br />

modes <strong>of</strong> reasoning, and an indefinite number <strong>of</strong> other conclusions” (Jevons, 1870,<br />

p. 499). Second, logicians noted certain idiosyncrasies <strong>of</strong> and deficiencies with<br />

Boole’s calculus, and worked on dealing with these problems. Jevons also wrote<br />

that Boole’s examples “can be followed only by highly accomplished mathematical<br />

minds; and even a mathematician would fail to find any demonstrative force<br />

in a calculus which fearlessly employs unmeaning and incomprehensible symbols”<br />

(p. 499). Attempts to simplify and correct Boole produced new logical systems that<br />

serve as the bridge between Boole’s nineteenth-century logic and the binary logic<br />

that arose in the twentieth century.<br />

Boole’s logic is problematic because certain mathematical operations do not<br />

make sense within it (Jevons, 1870). For instance, because addition defined the<br />

“exclusive or” <strong>of</strong> two sets, the expression x + x had no interpretation in Boole’s<br />

system. Jevons believed that Boole’s interpretation <strong>of</strong> addition was deeply mistaken<br />

and corrected this by defining addition as the “inclusive or” <strong>of</strong> two sets. This produced<br />

an interpretable additive law, x + x = x, that paralleled Boole’s multiplicative<br />

fundamental law <strong>of</strong> thought.<br />

Jevons’ (1870) revision <strong>of</strong> Boole’s algebra led to a system that was simple<br />

enough to permit logical inference to be mechanized. Jevons illustrated this with<br />

a three-class system, in which upper-case letters (e.g., A) picked out those entities<br />

that belonged to a set and lower-case letters (e.g., a) picked out those entities<br />

that did not belong. He then produced what he called the logical abecedarium,<br />

which was the set <strong>of</strong> possible combinations <strong>of</strong> the three classes. In his three-class<br />

example, the abecedarium consisted <strong>of</strong> eight combinations: ABC, ABc, AbC, Abc,<br />

aBC, aBc, abC, and abc. Note that each <strong>of</strong> these combinations is a multiplication<br />

<strong>of</strong> three terms in Boole’s sense, and thus elects an intersection <strong>of</strong> three different<br />

classes. As well, with the improved definition <strong>of</strong> logical addition, different terms <strong>of</strong><br />

the abecedarium could be added together to define some set <strong>of</strong> interest. For example<br />

Jevons (but not Boole!) could elect the class B with the following expression:<br />

B = ABC + ABc + aBC + aBc.<br />

Jevons (1870) demonstrated how the abecedarium could be used as an inference<br />

engine. First, he used his set notation to define concepts <strong>of</strong> interest, such as<br />

in the example A = iron, B = metal, and C = element. Second, he translated propositions<br />

into intersections <strong>of</strong> sets. For instance, the premise “Iron is metal” can be<br />

Multiple Levels <strong>of</strong> Investigation 25

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