Shumeet Baluja. Artificial neural network evolution: Learning to steer a land vehicle. In Lance Chambers, editor, Practical Handbook of Genetic Algorithms: New Frontiers, volume II, chapter 1. CRC Press, Inc., 1995.  Home/Search   Document Not in Database   Summary   Related Articles

.... was sampled from this distribution and added to the weight: m 0 i = m i exp(Gaussian( 0; oe = 0:1) w 0 ij = w ij Gaussian( 0; oe = m 0 i ) for j = 1 : n Evolutionary algorithms such as this one have previously been shown to produce good results for training ANN s (e.g. 15] [5], 10] The minimum SSE in the population over time for both the training and test sets is shown for a typical run in figure 2. SSE was measured for the test set to observe the change of generalization performance over time, but only SSE on the training set was used for the purposes of the ....

Shumeet Baluja. Artificial neural network evolution: Learning to steer a land vehicle. In Lance Chambers, editor, Practical Handbook of Genetic Algorithms: New Frontiers, volume II, chapter 1. CRC Press, Inc., 1995.

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