Optimization methods in metabolic networks
By: Costas D. Maranas, Ali R. Zomorrodi
Contributors: Zomorrodi, Ali R., author
Publisher: John Wiley & Sons Inc.
Published: 2016
Place of publication: Hoboken, New Jersey
Language: eng
ISBN-13: 9781119028499
Subjects: Metabolic Networks and Pathways; Computer Simulation; Physiology; Linear Models
Notes: Includes bibliographical references and index.
Table of contents: title: Mathematical optimization fundamentals; title: Linear programming and duality theory; title: Flux balance analysis and LP problems; title: Modeling with binary variables and MILP; title: Thermodynamic analysis of metabolic networks; title: Resolving network gaps and growth prediction inconsistencies in metabolic networks; title: Identification and construction of pathways to target metabolites; title: Computational strain design; title: NLP fundamentals; title: NLP applications in metabolic networks; title: MINLP fundamentals and applications.