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Optimization Methods in Metabolic Networks, PDF eBook

Optimization Methods in Metabolic Networks PDF

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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 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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