Title :
Determining Interconnections in Chemical Reaction Networks
Author :
Papachristodoulou, Antonis ; Recht, Ben
Author_Institution :
Univ. of Oxford, Oxford
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;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4283084