Hugo Valadares Siqueira
3 papers in the PaperMetrix corpus
Papers by this author
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Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant
2016
Unorganized neural networks - or unorganized machines - are recent developed architectures in the field of computational intelligence, in which the supervised tuning of the free parameters is restricted to the weights of the output …
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Performance comparison of feedforward neural networks applied to stream flow series forecasting
2019 · Journal | MESA
Feedforward neural networks are those in which the input signal follows only one direction: from the input layer to the output layer, passing through all the hidden layers, in contrast with recurrent architectures. The main …
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Volitive Grey Wolf Optimizer
2024
Swarm-based metaheuristics have become the most prominent method for solving optimization problems. Several operators already proposed in the literature can also be reused to expand the current metaheuristics. We present in this paper the Volitive …