Optimization Methods In Metabolic Networks
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Optimization Methods In Metabolic Networks

by Costas D. Maranas

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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Product Details

  • Number of Pages : 288
  • Publisher : John Wiley
  • Weight : 608g
  • Product Code : 9781119028499