Costas D. Maranas, Ali R. Zomorrodi

eBook, PDF

Optimization Methods in Metabolic Networks (eBook, PDF)

Beschreibung

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

Technische Details

• Geräte: PC
• mit Kopierschutz
• Größe: 5.68MB

Autor

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.

Produktdetails

• Verlag: John Wiley & Sons
• Seitenzahl: 288
• Erscheinungstermin: 29. Dezember 2015
• Englisch
• ISBN-13: 9781119188919
• Artikelnr.: 44449375