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 Optimizing the Neural Network ParametersThere may be times when you are not sure how many hidden processing   elements your neural network should have or which inputs are providing useful   information. NeuroSolutions can adjust parameters and select inputs for you   automatically. The technique it uses is genetic optimization, which uses a form   of artificial intelligence known as a genetic algorithm to search for the best   combination of parameters and inputs. It will train your neural network many   times while adjusting the parameters and excluding inputs based on the laws of   evolution (survival of the fittest). Once the genetic training is complete, you   end up with the settings that produced the lowest error. The network attributes   that are most commonly optimized include:  
 
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