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I would first say consider the advice of Thomas W in the comment above and think about whether you really need to discretize your variables. I'd also question the wisdom of training a reasonably sized network with a GA instead of a dedicated neural net training algorithm that's very likely to exhibit much better performance. However, assuming you really do ...
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It's not obvious what you mean by "intelligent crossover".
However, it is common to use fitness-based selection of parents: individuals in the current population who have higher fitness are assigned a higher probability of being selected to mate and produce offspring. This will increase the likelihood that "good" combinations of genes in members of the ...
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If I understood correctly, your problem is about finding the optimal way to execute a series of tasks in order to maximize the results, using Genetic Algorithms.
In few words, you're trying to solve the salesman problem.
If I am correct, you're looking for Crossover and Mutation algorithms that allow you to work with ordered sets of elements. For these ...
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