Maranas, Costas D.
Optimization Methods in Metabolic Networks
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
Nyckelord: Metabolic network modeling; Mathematical optimization; Flux Balance Analysis; Bilevel optimization, Molecular Bioengineering, Cell & Molecular Biology, Molecular Bioengineering, Cell & Molecular Biology
- Författare
- Maranas, Costas D.
- Zomorrodi, Ali R.
- Utgivare
- John Wiley and Sons, Inc.
- Utgivningsår
- 2016
- Språk
- en
- Utgåva
- 1
- Sidantal
- 288 sidor
- Kategori
- Trädgård, Jordbruk, Gårdsbruk
- Format
- E-bok
- eISBN (ePUB)
- 9781119189015
- Tryckt ISBN
- 9781119028499