Automatized design application of intelligent information technologies for data mining problems
Andrey Shabalov, Eugene Stanislavovich Semenkin, Павел Викторович Галушин · 2011
An automatized design of intelligent information technologies is considered for complex problem solving and decision support. The structures of neural networks, fuzzy rules based systems and neuro-fuzzy systems are automatically generated on the basis of evolutionary algorithms. A new idea of genetic programming technique application in the design of intelligent information technologies committee is proposed for effectiveness and reliability improvement.