Optimization Methods in Metabolic Networks

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