Determining Interconnections in Chemical Reaction Networks

We present a methodology for robust determination of chemical reaction network interconnections. Given time series data that are collected from experiments and taking into account the measurement error, we minimize the 1-norm of the decision variables (reaction rates) keeping the data in close Euler...

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Bibliographic Details
Published in2007 American Control Conference pp. 4872 - 4877
Main Authors Papachristodoulou, A., Recht, B.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2007
Subjects
Chemicals
Cities and towns
Data engineering
Data mining
Kinetic theory
Linear programming
Measurement errors
Network topology
Robust control
Robustness
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Summary:We present a methodology for robust determination of chemical reaction network interconnections. Given time series data that are collected from experiments and taking into account the measurement error, we minimize the 1-norm of the decision variables (reaction rates) keeping the data in close Euler-flt with a general model structure based on mass action kinetics which models the species' dynamics. We illustrate our methodology on a hypothetical chemical reaction network under various experimental scenarios.
ISBN:9781424409884
1424409888
ISSN:0743-1619
2378-5861
DOI:10.1109/ACC.2007.4283084