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Evolutionary Computation: A Perpetual Motion Machine for Design Information

Original Article

Evolutionary computing, modeled after Darwinian evolution, is a useful engineering tool. It can create unexpected, insightful and clever results. Consequently, an image is often painted of evolutionary computation as a free source of intelligence and information. The design of a program to perform evolutionary computation, however, requires infusion of implicit information concerning the goal of the program. This information fine tunes the performance of the evolutionary search and is mandatory for a successful search.

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