Download E-books Automatic Generation of Neural Network Architecture Using Evolutionary Computation (Advances in Fuzzy Systems - Applications & Theory) by E. Vonk (1997-11-01) PDF

By E. Vonk, L. C. Jain, R. P. Johnson

This publication describes the appliance of evolutionary computation within the computerized iteration of a neural community structure. The structure has an important impression at the functionality of the neural community. it's the ordinary perform to exploit trial and blunder to discover an appropriate neural community structure for a given challenge. the method of trial and blunder is not just time-consuming yet won't generate an optimum community. using evolutionary computation is a step in the direction of automation in neural community structure iteration. an outline of the sphere of evolutionary computation is gifted, including the organic history from which the sphere was once encouraged. the main customary ways to a mathematical origin of the sector of genetic algorithms are given, in addition to an outline of the hybridization among evolutionary computation and neural networks. Experiments at the implementation of automated neural community new release utilizing genetic programming and one utilizing genetic algorithms are defined, and the efficacy of genetic algorithms as a studying set of rules for a feedforward neural community is usually investigated.

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