Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO

F Boukouvala, R Misener, CA Floudas - European Journal of Operational …, 2016 - Elsevier
This manuscript reviews recent advances in deterministic global optimization for Mixed-
Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free …

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 …

ANTIGONE: algorithms for continuous/integer global optimization of nonlinear equations

R Misener, CA Floudas - Journal of Global Optimization, 2014 - Springer
This manuscript introduces ANTIGONE, Algorithms for coNTinuous/Integer Global
Optimization of Nonlinear Equations, a general mixed-integer nonlinear global optimization …

[HTML][HTML] Quantitative operating principles of yeast metabolism during adaptation to heat stress

T Pereira, E Vilaprinyo, G Belli, E Herrero, B Salvado… - Cell reports, 2018 - cell.com
Microorganisms evolved adaptive responses to survive stressful challenges in ever-
changing environments. Understanding the relationships between the physiological …

[HTML][HTML] Deterministic global optimization algorithm based on outer approximation for the parameter estimation of nonlinear dynamic biological systems

A Miró, C Pozo, G Guillén-Gosálbez, JA Egea… - BMC …, 2012 - Springer
Background The estimation of parameter values for mathematical models of biological
systems is an optimization problem that is particularly challenging due to the nonlinearities …

A framework for globally optimizing mixed-integer signomial programs

R Misener, CA Floudas - Journal of Optimization Theory and Applications, 2014 - Springer
Mixed-integer signomial optimization problems have broad applicability in engineering.
Extending the Global Mixed-Integer Quadratic Optimizer, GloMIQO (Misener, Floudas in J …

Hybrid simulation-optimization based approach for the optimal design of single-product biotechnological processes

R Brunet, G Guillén-Gosálbez, JR Pérez-Correa… - Computers & chemical …, 2012 - Elsevier
In this work, we present a systematic method for the optimal development of bioprocesses
that relies on the combined use of simulation packages and optimization tools. One of the …

Optimization and evolution in metabolic pathways: global optimization techniques in Generalized Mass Action models

A Sorribas, C Pozo, E Vilaprinyo… - Journal of …, 2010 - Elsevier
Cells are natural factories that can adapt to changes in external conditions. Their adaptive
responses to specific stress situations are a result of evolution. In theory, many alternative …

A spatial branch-and-bound framework for the global optimization of kinetic models of metabolic networks

C Pozo, G Guillén-Gosálbez, A Sorribas… - Industrial & …, 2011 - ACS Publications
The identification of the enzymatic profile that achieves a maximal production rate of a given
metabolite is an important problem in the biotechnological industry, especially if there is a …

[HTML][HTML] Bayesian network model for identification of pathways by integrating protein interaction with genetic interaction data

C Fu, S Deng, G Jin, X Wang, ZG Yu - BMC Systems Biology, 2017 - Springer
Background Molecular interaction data at proteomic and genetic levels provide physical and
functional insights into a molecular biosystem and are helpful for the construction of pathway …