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Application of neural networks and simulation modeling in manufacturing system design

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3 Author(s)
K. LeCroy ; Lucent Technol., Orlando, FL, USA ; M. Mollaghasemi ; M. Georgiopoulos

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 in:

Southcon/96. Conference Record

Date of Conference:

25-27 Jun 1996