Optimization Methods in Metabolic Networks
Seiten
2016
Wiley-Blackwell (Hersteller)
978-1-119-18890-2 (ISBN)
Wiley-Blackwell (Hersteller)
978-1-119-18890-2 (ISBN)
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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
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
Costas D. Maranas is a Donald B. Broughton Professor in the Department of Chemical Engineering at Pennsylvania State University, USA. Dr. Maranas is a Fellow of the American Institute of Medical and Biological Engineering (AIMBE). In 2002 he was awarded by AIChE the Allan P. Colburn Award for Excellence in Publications by a Young Member of the Institute. Ali R. Zomorrodi obtained his PhD in Chemical Engineering at Pennsylvania State University and is currently a Postdoctoral Research Associate at Boston University, USA. Dr. Zomorrodi's areas of expertise include optimization-based modeling and model-driven analysis of biological networks.
| Erscheint lt. Verlag | 1.1.2016 |
|---|---|
| Verlagsort | Hoboken |
| Sprache | englisch |
| Maße | 150 x 250 mm |
| Gewicht | 666 g |
| Themenwelt | Naturwissenschaften ► Chemie ► Technische Chemie |
| Technik ► Umwelttechnik / Biotechnologie | |
| ISBN-10 | 1-119-18890-3 / 1119188903 |
| ISBN-13 | 978-1-119-18890-2 / 9781119188902 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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