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Neural Networks and Micromechanics by Ernst Kussul, Tatiana Baidyk, Donald C. Wunsch (auth.) is a nonfiction available to read on EtoBox.

What is Neural Networks and Micromechanics about?

Micromechanical manufacturing based on microequipment creates new possibi- ties in goods production. If microequipment sizes are comparable to the sizes of the microdevices to be produced, it is possible to decrease the cost of production drastically. The main components of the production cost - material, energy, space consumption, equipment, and maintenance - decrease with the scaling down of equipment sizes. To obtain really inexpensive production, labor costs must be reduced to almost zero. For this purpose, fully automated microfactories will be developed. To create fully automated microfactories, we propose using arti?cial neural networks having different structures. The simplest perceptron-like neural network can be used at the lowest levels of microfactory control systems. Adaptive Critic Design, based on neural network models of the microfactory objects, can be used for manufacturing process optimization, while associative-projective neural n- works and networks like ART could be used for the highest levels of control systems. We have examined the performance of different neural networks in traditional image recognition tasks and in problems that appear in micromechanical m

Who reads Neural Networks and Micromechanics?

Author

Ernst Kussul, Tatiana Baidyk, Donald C. Wunsch (auth.)

Publisher

Springer-Verlag Berlin Heidelberg

Published

2010

Language

EN

ISBN

9783642025358

Category

nonfiction

Subjects

Engineering, Computer Science, Science