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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Analysis Of Different Search Metrics Used In Multi-Agent-Based Identification
Environment |
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Authors: |
Sebastian Bohlmann,
Arne Klauke, Volkhard
Klinger, Helena Szczerbicka |
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Published in:
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(2012).ECMS
2012 Proceedings edited by: K. G. Troitzsch, M. Moehring, U. Lotzmann. European
Council for Modeling and Simulation. doi:10.7148/2012 ISBN:
978-0-9564944-4-3 26th
European Conference on Modelling and Simulation, Shaping reality through simulation Koblenz,
Germany, May 29 – June 1 2012 |
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Citation
format: |
Bohlmann, S., Klauke,
A., Klinger, V., & Szczerbicka, H. (2012).
Analysis Of Different Search Metrics Used In Multi-Agent-Based Identification
Environment. ECMS 2012 Proceedings edited by: K. G. Troitzsch,
M. Moehring, U. Lotzmann (pp. 332-338). European Council for
Modeling and Simulation. doi:10.7148/2012-0332-0338 |
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DOI: |
http://dx.doi.org/10.7148/2012-0332-0338 |
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Abstract: |
Process
data-based system identification is one great
challenge in technical process modelling and simula- tion. In this paper we
continue our former work presented in [1], [3] and concentrate on the
analysis and evaluation of both the data preprocessing and different search
metrics used in the multi-agent-based optimization algorithm. This analysis
helps to review and benchmark the impact on different preprocessing steps as
well as the influence of the selected search metrics. Based on this
evaluation we are able to verify the correct and target-oriented
identification procedure. |
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