DocumentCode :
3175437
Title :
Determining Interconnections in Chemical Reaction Networks
Author :
Papachristodoulou, Antonis ; Recht, Ben
Author_Institution :
Univ. of Oxford, Oxford
fYear :
2007
fDate :
9-13 July 2007
Firstpage :
4872
Lastpage :
4877
Abstract :
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.
Keywords :
chemical reactions; time series; chemical reaction networks; close Euler-flt; determining interconnections; measurement error; time series data; Chemicals; Cities and towns; Data engineering; Data mining; Kinetic theory; Linear programming; Measurement errors; Network topology; Robust control; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
ISSN :
0743-1619
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2007.4283084
Filename :
4283084
Link To Document :
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