Title
Gobal optimization of hybrid kinetic/FBA models via outer-approximation.
Abstract
•We propose hybrid kinetic/FBA models as an enhancement of traditional FBA.•Hybrids models are built with stoichiometric information and selected kinetics.•Resulting models are optimized via a tailored outer approximation.•Few kinetics suffice to dramatically improve accuracy of standalone FBA models.•Key velocities to be included are those reducing the degrees of freedom of network.
Year
DOI
Venue
2015
10.1016/j.compchemeng.2014.06.011
Computers & Chemical Engineering
Keywords
Field
DocType
Metabolic engineering,FBA,GMA,Global optimization,Kinetic models
Flux distribution,Mathematical optimization,Cellular organisms,Computer science,Local optimum,Linear programming,Kinetic equations,Global optimality,Kinetic energy,Flux balance analysis
Journal
Volume
ISSN
Citations 
72
0098-1354
1
PageRank 
References 
Authors
0.35
5
6
Name
Order
Citations
PageRank
Carlos Pozo1333.63
Antoni Miró210.35
Gonzalo Guillén-Gosálbez318920.22
Albert Sorribas4667.81
Rui Alves519632.99
Laureano Jiménez6729.11