Application of Genetic Algorithms to the Construction ofTopologies for
نویسنده
چکیده
In this paper we present a new approach for automatic topology optimization of backpropagation networks. It is based on a genetic algorithm. In contrast to other approaches it allows that two networks with diierent number of units can be crossed to a new valid "child" network. We applied this algorithm to a medical classiication task, which is extremely dii-cult to solve. The results connrm, that optimization make sence, because the generated network outper-form all xed topologies.
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تاریخ انتشار 1993