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Optimization Methods in Metabolic Networks

Optimization Methods in Metabolic Networks

Hardback

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  • Release Date: 15/04/2016
  • Barcode: 9781119028499
  • Genre: Technology & Engineering
  • Label: John Wiley & Sons Inc
  • Publisher: John Wiley & Sons Inc
  • Subgenre: Science Nature & Math
Optimization Methods in Metabolic Networks

Optimization Methods in Metabolic Networks

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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


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