Optimization Methods in Metabolic Networks

by Ali R. Zomorrodi , Costas D. Maranas

Book Details

Format Hardback or Cased Book

ISBN-10 1119028493

ISBN-13 9781119028499

Publisher John Wiley & Sons Inc

Imprint John Wiley & Sons Inc

Country of Manufacture US

Country of Publication GB

Publication Date Apr 15th, 2016

Print length 288 Pages

Weight 604 grams

Dimensions 16.60 x 24.20 x 2.00 cms

Product Classification: Biology, life sciences Biotechnology Chemical engineering

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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 analysisReviews the fundamentals of different classes of optimization problems including LP, MILP, MLP and MINLPExplains the most efficient ways of formulating a biological problem using mathematical optimizationReviews a variety of relevant problems in metabolic network curation, analysis and redesign with an emphasis on details of optimization formulationsProvides a detailed treatment of bilevel optimization techniques for computational strain design and other relevant problems

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