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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Neural Network Simulation Of Nitrogen Transformation Cycle |
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Authors: |
Tibor Kmet |
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Published in:
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(2009).ECMS
2009 Proceedings edited by J. Otamendi, A. Bargiela, J. L. Montes, L. M. Doncel
Pedrera. European Council for Modeling and
Simulation. doi:10.7148/2009 ISBN: 978-0-9553018-8-9 23rd
European Conference on Modelling and Simulation, Madrid, June
9-12, 2009 |
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Citation
format: |
Kmet, T. (2009). Neural Network
Simulation Of Nitrogen Transformation Cycle. ECMS 2009 Proceedings edited by
J. Otamendi, A. Bargiela,
J. L. Montes, L. M. Doncel Pedrera (pp. 352-358). European Council for
Modeling and Simulation. doi:10.7148/2009-0352-0358 |
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DOI: |
http://dx.doi.org/10.7148/2009-0352-0358 |
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Abstract: |
A
neural network based optimal control synthesis is pre- sented
for solving optimal control problems with control and state constraints. The
optimal control problem is transcribed into a nonlinear programming problem which is implemented with adaptive critic neural
network. The proposed simulation method is illustrated by the optimal control
problem of nitrogen transformation cycle model. Results show that adaptive
critic based systematic ap- proach
holds promise for obtaining the optimal control with control and state
constraints. |
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