References of "Figueiredo, M"
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See detailEvolutionary fuzzy system for architecture control in a constructive neural network
Calvo, R.; Figueiredo, M.; Antonelo, Eric Aislan UL

in 2005 International Symposium on Computational Intelligence in Robotics and Automation (2005)

This work describes an evolutionary system to control the growth of a constructive neural network for autonomous navigation. A classifier system generates Takagi-Sugeno fuzzy rules and controls the ... [more ▼]

This work describes an evolutionary system to control the growth of a constructive neural network for autonomous navigation. A classifier system generates Takagi-Sugeno fuzzy rules and controls the architecture of a constructive neural network. The performance of the mobile robot guides the evolutionary learning mechanism. Experiments show the efficiency of the classifier fuzzy system for analyzing if it is worth inserting a new neuron into the architecture. [less ▲]

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