By James Bailey

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We no longer believe that the irregularities of the world are illusions caused only by how we look at things. We now believe that the irregularities are real, but scientists still use a numerical version of the additosubtractive computing strategy. This strategy had a direct role in the design goals of the first electronic computers in the 1940s, which were invented to solve the problem of aiming artillery guns. The approach involved first producing a table of average values, which represented the behavior of an altillery shell in the absence of any interfering parameters.

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IS These new intermaths have still-unfamiliar names like neural networks, genetic algorithms, simulated annealing, artificialltle, and cellular automata. Pioneered by the computer scientist John Holland in the THE BOOK OF NATURE 29 1960s and 1970s, they blossomed with the advent of parallel computers in the 1980s. Like the community of wagon makers, these techniques use myriad tiny individual operators all of which can be active and all of which can be evolving themselves, simultaneously, in parallel.

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