Optimization Methods in Metabolic Networks (ePub)
(Sprache: Englisch)
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...
* Organizes, for the first time, the fundamentals of mathematical optimization in...
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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
Autoren-Porträt von Costas D. Maranas, Ali R. Zomorrodi
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.
Bibliographische Angaben
- Autoren: Costas D. Maranas , Ali R. Zomorrodi
- 2016, 1. Auflage, 288 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1119189012
- ISBN-13: 9781119189015
- Erscheinungsdatum: 05.01.2016
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- Dateiformat: ePub
- Größe: 10 MB
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Sprache:
Englisch
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