Optimization Methods in Metabolic Networks
Nonfiction, Science & Nature, Science, Biological Sciences, Biotechnology
| Author: | Costas D. Maranas, Ali R. Zomorrodi | ISBN: | 9781119189015 |
| Publisher: | Wiley | Publication: | January 5, 2016 |
| Imprint: | Wiley | Language: | English |
| Author: | Costas D. Maranas, Ali R. Zomorrodi |
| ISBN: | 9781119189015 |
| Publisher: | Wiley |
| Publication: | January 5, 2016 |
| Imprint: | Wiley |
| Language: | English |
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
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
