Optimization Methods in Metabolic Networks
Book Details
Author(s)
Costas D. Maranas, Ali R. Zomorrodi
Publisher
Wiley
ISBN / ASIN
1119028493
ISBN-13
9781119028499
Availability
Usually ships in 24 hours
Sales Rank
#1,165,838
Category
Hardcover
Marketplace
United States 🇺🇸
Ratings & Reviews
No reviews yet — be the first!
No reviews yet.
Description
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
