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3. Application of neural networks and simulation modeling in manufacturing system design

Author

Michael Georgiopoulos, Mansooreh Mollaghasemi, and K. LeCroy

Subjects
Set (abstract data type), Engineering, Systems analysis, Artificial neural network, Computer-integrated manufacturing, business.industry, Semiconductor device fabrication, Process development execution system, Simulation modeling, Systems engineering, Systems design, Control engineering, business
Abstract

We demonstrate how neural networks can be used in conjunction with simulation modeling for system design. This approach is used to achieve the opposite of what a simulation model can achieve: given a set of desired performance measures, the neural network outputs a suitable design to meet management goals. The methodology is presented using a real world application involving the test operation of a major semiconductor manufacturing facility.

Published
2002
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4. The lie of primum non nocere

Author

K, Lecroy

Subjects
Drug-Related Side Effects and Adverse Reactions, Humans, Practice Patterns, Physicians', Quality of Health Care
Published
2002

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