Optimization methods in metabolic networks /
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Main Authors: | |
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Group Author: | |
Published: |
John Wiley & Sons Inc.,
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Publisher Address: | Hoboken, New Jersey : |
Publication Dates: | [2016] |
Literature type: | Book |
Language: | English |
Subjects: | |
Carrier Form: | xv, 262 pages : illustrations ; 25 cm |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
9781119028499 1119028493 |
Index Number: | QP171 |
CLC: | Q111-39 |
Call Number: | Q111-39/M311 |
Contents: | Mathematical optimization fundamentals -- Linear programming and duality theory -- Flux balance analysis and LP problems -- Modeling with binary variables and MILP -- Thermodynamic analysis of metabolic networks -- Resolving network gaps and growth prediction inconsistencies in metabolic networks -- Identification and construction of pathways to target metabolites -- Computational strain design -- NLP fundamentals -- NLP applications in metabolic networks -- MINLP fundamentals and applications. |