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Optimization Methods in Metabolic Networks by Costas D. Maranas

Optimization Methods in Metabolic Networks

by Costas D. Maranas
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Book cover type: Hardcover
  • ISBN13: 9781119028499
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 288
  • Original Price: USD 140.95
  • Language: English
  • Edition: N/A
  • Item Weight: 599 grams
  • BISAC Subject(s): Biotechnology and Physiology

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

Costas D. Maranas is a Donald B. Broughton Professor in the Department of Chemical Engineering at Pennsylvania State University, USA. Dr. Maranas is a Fellow of the American Institute of Medical and Biological Engineering (AIMBE). In 2002 he was awarded by AIChE the Allan P. Colburn Award for Excellence in Publications by a Young Member of the Institute.

Ali R. Zomorrodi obtained his PhD in Chemical Engineering at Pennsylvania State University and is currently a Postdoctoral Research Associate at Boston University, USA. Dr. Zomorrodi's areas of expertise include optimization-based modeling and model-driven analysis of biological networks.

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