Optimization Methods in Metabolic Networks

Released on by Costas D. Maranas
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  • Optimization Methods in Metabolic Networks Book Detail

  • Author : Costas D. Maranas
  • Release Date : 2016-02-23
  • Publisher : John Wiley & Sons
  • Genre : Science
  • Pages : 278
  • ISBN 13 : 1119028493
  • File Size : 45,45 MB
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Optimization Methods in Metabolic Networks by Costas D. Maranas PDF Summary

Book 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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