Optimization Methods in Metabolic Networks
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Beschreibung
Provides a tutorial on the computational tools that use mathematical optimization concepts and representations for the curation, analysis and redesign of metabolic networks
* Organizes, for the first time, the fundamentals of mathematical optimization in the context of metabolic network analysis
* Reviews the fundamentals of different classes of optimization problems including LP, MILP, MLP and MINLP
* Explains the most efficient ways of formulating a biological problem using mathematical optimization
* Reviews a variety of relevant problems in metabolic network curation, analysis and redesign with an emphasis on details of optimization formulations
* Provides a detailed treatment of bilevel optimization techniques for computational strain design and other relevant problems
Autor*in
Costas D. Maranas
Themen in »Optimization Methods in Metabolic Networks«
Biochemical Engineering Biochemie Biochemische Verfahrenstechnik Biomedical Engineering Biomedizintechnik Biowissenschaften Cell & Molecular Biology Chemical Engineering Chemische Verfahrenstechnik Life Sciences Molecular Bioengineering Molekulares Bioengineering Zell- u. Molekularbiologie Zellbiologie