Recent developments in parameter estimation and structure identification of biochemical and genomic systems
IC Chou, EO Voit - Mathematical biosciences, 2009 - Elsevier
The organization, regulation and dynamical responses of biological systems are in many
cases too complex to allow intuitive predictions and require the support of mathematical …
cases too complex to allow intuitive predictions and require the support of mathematical …
Multiobjective optimization in bioinformatics and computational biology
This paper reviews the application of multiobjective optimization in the fields of
bioinformatics and computational biology. A survey of existing work, organized by …
bioinformatics and computational biology. A survey of existing work, organized by …
An optimization framework for identifying reaction activation/inhibition or elimination candidates for overproduction in microbial systems
P Pharkya, CD Maranas - Metabolic engineering, 2006 - Elsevier
We introduce a computational framework termed OptReg that determines the optimal
reaction activations/inhibitions and eliminations for targeted biochemical production. A …
reaction activations/inhibitions and eliminations for targeted biochemical production. A …
Biochemical systems theory: a review
EO Voit - International Scholarly Research Notices, 2013 - Wiley Online Library
Biochemical systems theory (BST) is the foundation for a set of analytical andmodeling tools
that facilitate the analysis of dynamic biological systems. This paper depicts major …
that facilitate the analysis of dynamic biological systems. This paper depicts major …
Pareto-optimal solutions for multi-objective optimization of fed-batch bioreactors using nondominated sorting genetic algorithm
D Sarkar, JM Modak - Chemical Engineering Science, 2005 - Elsevier
Many optimal control problems are characterized by their multiple performance measures
that are often noncommensurable and competing with each other. The presence of multiple …
that are often noncommensurable and competing with each other. The presence of multiple …
Optimization of Fed‐Batch Saccharomyces cerevisiae Fermentation Using Dynamic Flux Balance Models
JL Hjersted, MA Henson - Biotechnology progress, 2006 - Wiley Online Library
We developed a dynamic flux balance model for fed‐batch Saccharomyces cerevisiae
fermentation that couples a detailed steady‐state description of primary carbon metabolism …
fermentation that couples a detailed steady‐state description of primary carbon metabolism …
Reverse engineering of gene regulatory networks using dissipative particle swarm optimization
Proteins are composed by amino acids, which are created by genes. To understand how
different genes interact to create different proteins, we need to model the gene regulatory …
different genes interact to create different proteins, we need to model the gene regulatory …
Identification of biochemical networks by S-tree based genetic programming
Motivation: Most previous approaches to model biochemical networks have focused either
on the characterization of a network structure with a number of components or on the …
on the characterization of a network structure with a number of components or on the …
Using optimal control to understand complex metabolic pathways
N Tsiantis, JR Banga - BMC bioinformatics, 2020 - Springer
Background Optimality principles have been used to explain the structure and behavior of
living matter at different levels of organization, from basic phenomena at the molecular level …
living matter at different levels of organization, from basic phenomena at the molecular level …
Automated design framework for synthetic biology exploiting pareto optimality
I Otero-Muras, JR Banga - ACS Synthetic Biology, 2017 - ACS Publications
In this work we consider Pareto optimality for automated design in synthetic biology. We
present a generalized framework based on a mixed-integer dynamic optimization …
present a generalized framework based on a mixed-integer dynamic optimization …