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IJCNN'01

Author: International Joint Conference on Neural Networks
Publisher:
ISBN: 9780780370449
Category : Neural networks (Computer science)
Languages : en
Pages :

Book Description

IJCNN'01

Author: International Joint Conference on Neural Networks
Publisher:
ISBN: 9780780370449
Category : Neural networks (Computer science)
Languages : en
Pages :

Book Description

IJCNN '01

Author:
Publisher:
ISBN: 9780780370449
Category : Neural networks (Computer science)
Languages : en
Pages : 0

Book Description

IJCNN '01 - International Joint Conference on Neural Networks, Washington, DC, July 15-19, 2001, Proceedings

Author:
Publisher:
ISBN: 9780780370449
Category : Neural networks (Computer science)
Languages : en
Pages :

Book Description

IJCNN'01 International Joint Conference on Neural Networks

Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description

Neural Networks and Micromechanics

Author: Ernst Kussul
Publisher: Springer Science & Business Media
ISBN: 3642025358
Category : Computers
Languages : en
Pages : 225

Book Description
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 manufacturing. We and our colleagues also have developed an approach to mic- equipment creation in the form of sequential generations. Each subsequent gene- tion must be of a smaller size than the previous ones and must be made by previous generations. Prototypes of ?rst-generation microequipment have been developed and assessed.

IJCNN '99

Author: International Joint Conference on Neural Networks
Publisher:
ISBN: 9780780355309
Category : Neural networks (Computer science)
Languages : en
Pages :

Book Description

Intelligent Systems

Author: Bogdan M. Wilamowski
Publisher: CRC Press
ISBN: 1351834312
Category : Technology & Engineering
Languages : en
Pages : 617

Book Description
The Industrial Electronics Handbook, Second Edition combines traditional and newer, more specialized knowledge that will help industrial electronics engineers develop practical solutions for the design and implementation of high-power applications. Embracing the broad technological scope of the field, this collection explores fundamental areas, including analog and digital circuits, electronics, electromagnetic machines, signal processing, and industrial control and communications systems. It also facilitates the use of intelligent systems—such as neural networks, fuzzy systems, and evolutionary methods—in terms of a hierarchical structure that makes factory control and supervision more efficient by addressing the needs of all production components. Enhancing its value, this fully updated collection presents research and global trends as published in the IEEE Transactions on Industrial Electronics Journal, one of the largest and most respected publications in the field. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made substantial contributions to the solution of very complex problems. As a result, the field of computational intelligence has branched out in several directions. For instance, artificial neural networks can learn how to classify patterns, such as images or sequences of events, and effectively model complex nonlinear systems. Simple and easy to implement, fuzzy systems can be applied to successful modeling and system control. Illustrating how these and other tools help engineers model nonlinear system behavior, determine and evaluate system parameters, and ensure overall system control, Intelligent Systems: Addresses various aspects of neural networks and fuzzy systems Focuses on system optimization, covering new techniques such as evolutionary methods, swarm, and ant colony optimizations Discusses several applications that deal with methods of computational intelligence Other volumes in the set: Fundamentals of Industrial Electronics Power Electronics and Motor Drives Control and Mechatronics Industrial Communication Systems