Perceptron Redux: Emergence of Structure
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چکیده
Figure 5. Evolved predicates (left column) from a chromosome in one of the populations of Figure 4. Weights (right column) are after training. Reflect DNF terms of F 6 and its complement. Figure 4. Population performance. Average over the population of the score of each chromosome's perceptron on the last 40 of 100 training trials versus number of chromosome evaluations. Curve averages over three runs, each starting with a different random initial population.
منابع مشابه
Wilson (1990) Perception redux. Emergence of structure
Perceptrons were evolved that computed a rather difficult nonlinear Boolean function.The results with this early and basic form of emergent computation suggested that whengenetic search is applied to its structure, a perceptron can learn more complex tasks than issometimes supposed. The results also suggested, in the light of related work on classifiersystems, that to hasten the...
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